diff --git a/.github/workflows/run_coverage.yml b/.github/workflows/run_coverage.yml new file mode 100644 index 0000000..a0cf695 --- /dev/null +++ b/.github/workflows/run_coverage.yml @@ -0,0 +1,47 @@ +name: Run Coverage +on: [pull_request] +jobs: + test: + permissions: + pull-requests: write + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v3 + - name: Set up Python 3.10 + uses: actions/setup-python@v3 + with: + python-version: "3.10" + - name: Install poetry + run: | + pip install poetry + - name: Start Database + run: | + cd api/local + docker compose up --wait + cd ../.. + - name: Start Server + run: | + cd api + poetry install --no-root + poetry run uvicorn src.main:app & + sleep 5 + cd .. + env: + DATABASE_TYPE: postgres + CONNECTION_URI: postgresql+psycopg://testuser:testpwd@localhost:5432/honcho + OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }} + - name: Run Tests + run: | + cd sdk + poetry install + poetry run coverage run -m pytest + poetry run coverage report --format=markdown > coverage.md + cd .. + - name: Add Coverage PR Comment + uses: marocchino/sticky-pull-request-comment@v2 + with: + recreate: true + path: sdk/coverage.md + - name: Stop Server + run: | + kill $(jobs -p) || true diff --git a/.github/workflows/run_tests.yml b/.github/workflows/run_tests.yml new file mode 100644 index 0000000..adafe9f --- /dev/null +++ b/.github/workflows/run_tests.yml @@ -0,0 +1,46 @@ +name: Run Tests +on: [push, pull_request] +jobs: + test: + permissions: + pull-requests: write + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v3 + - name: Set up Python 3.10 + uses: actions/setup-python@v3 + with: + python-version: "3.10" + - name: Install poetry + run: | + pip install poetry + - name: Start Database + run: | + cd api/local + docker compose up --wait + cd ../.. + - name: Start Server + run: | + cd api + poetry install --no-root + poetry run uvicorn src.main:app & + sleep 5 + cd .. + env: + DATABASE_TYPE: postgres + CONNECTION_URI: postgresql+psycopg://testuser:testpwd@localhost:5432/honcho + OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }} + - name: Run Tests + run: | + cd sdk + poetry install + poetry run pytest + cd .. + - name: Stop Database + run: | + cd api/local + docker compose down + cd ../.. + - name: Stop Server + run: | + kill $(jobs -p) || true diff --git a/.gitignore b/.gitignore index 7ac7eb3..d8fa784 100644 --- a/.gitignore +++ b/.gitignore @@ -74,7 +74,7 @@ instance/ .scrapy # Sphinx documentation -docs/_build/ +**/docs/_build/ # PyBuilder .pybuilder/ @@ -165,3 +165,5 @@ cython_debug/ #.idea/ .DS_Store + +supabase/ diff --git a/README.md b/README.md index 2e1669a..0845a28 100644 --- a/README.md +++ b/README.md @@ -1,5 +1,5 @@ # Honcho -![Static Badge](https://img.shields.io/badge/Version-0.0.4-blue) +![Static Badge](https://img.shields.io/badge/Version-0.0.5-blue) [![Discord](https://img.shields.io/discord/1016845111637839922?style=flat&logo=discord&logoColor=23ffffff&label=Plastic%20Labs&labelColor=235865F2)](https://discord.gg/plasticlabs) ![GitHub License](https://img.shields.io/github/license/plastic-labs/honcho) ![GitHub Repo stars](https://img.shields.io/github/stars/plastic-labs/honcho) diff --git a/api/.env.template b/api/.env.template index 04ee33b..747fcaa 100644 --- a/api/.env.template +++ b/api/.env.template @@ -1,7 +1,28 @@ -DATABASE_TYPE=sqlite -CONNECTION_URI=sqlite:// - DATABASE_TYPE=postgres -CONNECTION_URI=postgresql://testuser:testpwd@localhost:5432/honcho +CONNECTION_URI=postgresql+psycopg://testuser:testpwd@localhost:5432/honcho OPENAI_API_KEY= + +# Logging + +OPENTELEMETRY_ENABLED=false # Set to true to enable OpenTelemetry logging and tracing +SENTRY_ENABLED=false # Set to true to enable Sentry logging and tracing + +## Sentry +SENTRY_DSN= + +## Open Telemetry + +OTEL_SERVICE_NAME=honcho +OTEL_PYTHON_LOGGING_AUTO_INSTRUMENTATION_ENABLED=true +OTEL_PYTHON_LOG_CORRELATION=true + +OTEL_PYTHON_LOG_LEVEL= +OTEL_EXPORTER_OTLP_PROTOCOL= +OTEL_EXPORTER_OTLP_ENDPOINT= +OTEL_EXPORTER_OTLP_HEADERS= +OTEL_RESOURCE_ATTRIBUTES= + +DEBUG_LOG_OTEL_TO_PROVIDER=false +DEBUG_LOG_OTEL_TO_CONSOLE=true + diff --git a/api/.vscode/tasks.json b/api/.vscode/tasks.json index 8113cb0..8e9b1da 100644 --- a/api/.vscode/tasks.json +++ b/api/.vscode/tasks.json @@ -4,7 +4,7 @@ { "label": "start", "type": "shell", - "command": "poetry run uvicorn src.main:app --reload", + "command": "poetry install --no-root && poetry run uvicorn src.main:app --reload", "group": "none", "presentation": { "reveal": "always", @@ -12,7 +12,8 @@ }, "runOptions": { "runOn": "folderOpen" - } + }, + "problemMatcher": [] } ] } diff --git a/api/CHANGELOG.md b/api/CHANGELOG.md index 9b5f847..2385bc2 100644 --- a/api/CHANGELOG.md +++ b/api/CHANGELOG.md @@ -4,6 +4,22 @@ All notable changes to this project will be documented in this file. The format is based on [Keep a Changelog](http://keepachangelog.com/) and this project adheres to [Semantic Versioning](http://semver.org/). +## [0.0.5] — 2024-03-14 + +### Added + +* Metadata to all data primitives (Users, Sessions, Messages, etc.) +* Ability to filter paginated GET requests by JSON filter based on metadata +* Optional Sentry error monitoring +* Optional Opentelemetry logging +* Dialectic API to interact with honcho agent and get insights about users +* Automatic Fact Derivation Script for automatically generating simple memory + +### Changed + +* API Server now uses async methods to make use of benefits of FastAPI + + ## [0.0.4] — 2024-02-22 ### Added diff --git a/api/fly.toml b/api/fly.toml index d062971..104eaa8 100644 --- a/api/fly.toml +++ b/api/fly.toml @@ -14,10 +14,11 @@ kill_timeout = "5s" [processes] api = "python -m uvicorn src.main:app --host 0.0.0.0 --port 8000" + deriver = "python -m src.harvester" [http_service] internal_port = 8000 - auto_stop_machines 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+python = "^3.8.1" fastapi = "^0.109.0" uvicorn = "^0.24.0.post1" python-dotenv = "^1.0.0" sqlalchemy = "^2.0.25" -psycopg2-binary = "^2.9.9" slowapi = "^0.1.8" fastapi-pagination = "^0.12.14" pgvector = "^0.2.5" openai = "^1.12.0" +sentry-sdk = {extras = ["fastapi", "sqlalchemy"], version = "^1.40.5"} +opentelemetry-instrumentation-fastapi = "^0.44b0" +opentelemetry-api = "^1.23.0" +opentelemetry-sdk = "^1.23.0" +opentelemetry-exporter-otlp = "^1.23.0" +opentelemetry-instrumentation-sqlalchemy = "^0.44b0" +opentelemetry-instrumentation-logging = "^0.44b0" +greenlet = "^3.0.3" +realtime = "^1.0.2" +psycopg = {extras = ["binary"], version = "^3.1.18"} +langchain = "^0.1.12" +langchain-openai = "^0.0.8" [tool.ruff.lint] # from https://docs.astral.sh/ruff/linter/#rule-selection example @@ -33,6 +44,8 @@ select = [ # isort "I", ] +[tool.ruff.flake8-bugbear] +extend-immutable-calls = ["fastapi.Depends"] [build-system] diff --git a/api/src/agent.py b/api/src/agent.py new file mode 100644 index 0000000..8ade84b --- /dev/null +++ b/api/src/agent.py @@ -0,0 +1,76 @@ +import os +import uuid +from typing import Optional + +from dotenv import load_dotenv +from langchain_core.prompts import ( + ChatPromptTemplate, + SystemMessagePromptTemplate, + load_prompt, +) +from langchain_openai import ChatOpenAI +from sqlalchemy.ext.asyncio import AsyncSession + +from . import crud, schemas + +load_dotenv() + +# from supabase import Client + +SYSTEM_DIALECTIC = load_prompt( + os.path.join(os.path.dirname(__file__), "prompts/dialectic.yaml") +) +system_dialectic: SystemMessagePromptTemplate = SystemMessagePromptTemplate( + prompt=SYSTEM_DIALECTIC +) + +llm: ChatOpenAI = ChatOpenAI(model_name="gpt-4") + + +async def chat( + app_id: uuid.UUID, + user_id: uuid.UUID, + session_id: uuid.UUID, + query: str, + db: AsyncSession, +): + collection = await crud.get_collection_by_name(db, app_id, user_id, "honcho") + retrieved_facts = None + if collection is None: + collection_create = schemas.CollectionCreate(name="honcho", metadata={}) + collection = await crud.create_collection( + db, + collection=collection_create, + app_id=app_id, + user_id=user_id, + ) + else: + retrieved_documents = await crud.query_documents( + db=db, + app_id=app_id, + user_id=user_id, + collection_id=collection.id, + query=query, + top_k=1, + ) + if len(retrieved_documents) > 0: + retrieved_facts = retrieved_documents[0].content + + dialectic_prompt = ChatPromptTemplate.from_messages([system_dialectic]) + chain = dialectic_prompt | llm + response = await chain.ainvoke( + { + "agent_input": query, + "retrieved_facts": retrieved_facts if retrieved_facts else "None", + } + ) + + return schemas.AgentChat(content=response.content) + + +async def hydrate(): + pass + + +async def insight(): + pass diff --git a/api/src/crud.py b/api/src/crud.py index 10f24e8..2b342e5 100644 --- a/api/src/crud.py +++ b/api/src/crud.py @@ -5,8 +5,9 @@ from openai import OpenAI from sqlalchemy import Select, select from sqlalchemy.exc import IntegrityError -from sqlalchemy.orm import Session +from sqlalchemy.ext.asyncio import AsyncSession +# from sqlalchemy.orm import Session from . import models, schemas openai_client = OpenAI() @@ -16,32 +17,36 @@ ######################################################## -def get_app(db: Session, app_id: uuid.UUID) -> Optional[models.App]: +async def get_app(db: AsyncSession, app_id: uuid.UUID) -> Optional[models.App]: stmt = select(models.App).where(models.App.id == app_id) - app = db.scalars(stmt).one_or_none() + result = await db.execute(stmt) + app = result.scalar_one_or_none() return app -def get_app_by_name(db: Session, name: str) -> Optional[models.App]: +async def get_app_by_name(db: AsyncSession, name: str) -> Optional[models.App]: stmt = select(models.App).where(models.App.name == name) - app = db.scalars(stmt).one_or_none() + result = await db.execute(stmt) + app = result.scalar_one_or_none() return app -# def get_apps(db: Session) -> Sequence[models.App]: +# def get_apps(db: AsyncSession) -> Sequence[models.App]: # return db.query(models.App).all() -def create_app(db: Session, app: schemas.AppCreate) -> models.App: +async def create_app(db: AsyncSession, app: schemas.AppCreate) -> models.App: honcho_app = models.App(name=app.name, h_metadata=app.metadata) db.add(honcho_app) - db.commit() - db.refresh(honcho_app) + await db.commit() + await db.refresh(honcho_app) return honcho_app -def update_app(db: Session, app_id: uuid.UUID, app: schemas.AppUpdate) -> models.App: - honcho_app = get_app(db, app_id) +async def update_app( + db: AsyncSession, app_id: uuid.UUID, app: schemas.AppUpdate +) -> models.App: + honcho_app = await get_app(db, app_id) if honcho_app is None: raise ValueError("App not found") if app.name is not None: @@ -49,12 +54,12 @@ def update_app(db: Session, app_id: uuid.UUID, app: schemas.AppUpdate) -> models if app.metadata is not None: honcho_app.h_metadata = app.metadata - db.commit() - db.refresh(honcho_app) + await db.commit() + await db.refresh(honcho_app) return honcho_app -# def delete_app(db: Session, app_id: uuid.UUID) -> bool: +# def delete_app(db: AsyncSession, app_id: uuid.UUID) -> bool: # existing_app = get_app(db, app_id) # if existing_app is None: # return False @@ -68,8 +73,8 @@ def update_app(db: Session, app_id: uuid.UUID, app: schemas.AppUpdate) -> models ######################################################## -def create_user( - db: Session, app_id: uuid.UUID, user: schemas.UserCreate +async def create_user( + db: AsyncSession, app_id: uuid.UUID, user: schemas.UserCreate ) -> models.User: honcho_user = models.User( app_id=app_id, @@ -77,37 +82,48 @@ def create_user( h_metadata=user.metadata, ) db.add(honcho_user) - db.commit() - db.refresh(honcho_user) + await db.commit() + await db.refresh(honcho_user) return honcho_user -def get_user( - db: Session, app_id: uuid.UUID, user_id: uuid.UUID +async def get_user( + db: AsyncSession, app_id: uuid.UUID, user_id: uuid.UUID ) -> Optional[models.User]: stmt = ( select(models.User) .where(models.User.app_id == app_id) .where(models.User.id == user_id) ) - user = db.scalars(stmt).one_or_none() + result = await db.execute(stmt) + user = result.scalar_one_or_none() return user -def get_user_by_name( - db: Session, app_id: uuid.UUID, name: str +async def get_user_by_name( + db: AsyncSession, app_id: uuid.UUID, name: str ) -> Optional[models.User]: stmt = ( select(models.User) .where(models.User.app_id == app_id) .where(models.User.name == name) ) - user = db.scalars(stmt).one_or_none() + result = await db.execute(stmt) + user = result.scalar_one_or_none() return user -def get_users(db: Session, app_id: uuid.UUID, reverse: bool = False) -> Select: +async def get_users( + db: AsyncSession, + app_id: uuid.UUID, + reverse: bool = False, + filter: Optional[dict] = None, +) -> Select: stmt = select(models.User).where(models.User.app_id == app_id) + + if filter is not None: + stmt = stmt.where(models.User.h_metadata.contains(filter)) + if reverse: stmt = stmt.order_by(models.User.created_at.desc()) else: @@ -116,10 +132,10 @@ def get_users(db: Session, app_id: uuid.UUID, reverse: bool = False) -> Select: return stmt -def update_user( - db: Session, app_id: uuid.UUID, user_id: uuid.UUID, user: schemas.UserUpdate +async def update_user( + db: AsyncSession, app_id: uuid.UUID, user_id: uuid.UUID, user: schemas.UserUpdate ) -> models.User: - honcho_user = get_user(db, app_id, user_id) + honcho_user = await get_user(db, app_id, user_id) if honcho_user is None: raise ValueError("User not found") if user.name is not None: @@ -127,12 +143,12 @@ def update_user( if user.metadata is not None: honcho_user.h_metadata = user.metadata - db.commit() - db.refresh(honcho_user) + await db.commit() + await db.refresh(honcho_user) return honcho_user -# def delete_user(db: Session, app_id: uuid.UUID, user_id: uuid.UUID) -> bool: +# def delete_user(db: AsyncSession, app_id: uuid.UUID, user_id: uuid.UUID) -> bool: # existing_user = get_user(db, app_id, user_id) # if existing_user is None: # return False @@ -145,8 +161,8 @@ def update_user( ######################################################## -def get_session( - db: Session, +async def get_session( + db: AsyncSession, app_id: uuid.UUID, session_id: uuid.UUID, user_id: Optional[uuid.UUID] = None, @@ -159,17 +175,19 @@ def get_session( ) if user_id is not None: stmt = stmt.where(models.Session.user_id == user_id) - session = db.scalars(stmt).one_or_none() + result = await db.execute(stmt) + session = result.scalar_one_or_none() return session -def get_sessions( - db: Session, +async def get_sessions( + db: AsyncSession, app_id: uuid.UUID, user_id: uuid.UUID, location_id: Optional[str] = None, reverse: Optional[bool] = False, is_active: Optional[bool] = False, + filter: Optional[dict] = None, ) -> Select: stmt = ( select(models.Session) @@ -181,6 +199,9 @@ def get_sessions( if is_active: stmt = stmt.where(models.Session.is_active.is_(True)) + if filter is not None: + stmt = stmt.where(models.Session.h_metadata.contains(filter)) + if reverse: stmt = stmt.order_by(models.Session.created_at.desc()) else: @@ -192,28 +213,34 @@ def get_sessions( return stmt -def create_session( - db: Session, session: schemas.SessionCreate, app_id: uuid.UUID, user_id: uuid.UUID +async def create_session( + db: AsyncSession, + session: schemas.SessionCreate, + app_id: uuid.UUID, + user_id: uuid.UUID, ) -> models.Session: + honcho_user = await get_user(db, app_id=app_id, user_id=user_id) + if honcho_user is None: + raise ValueError("User not found") honcho_session = models.Session( user_id=user_id, location_id=session.location_id, h_metadata=session.metadata, ) db.add(honcho_session) - db.commit() - db.refresh(honcho_session) + await db.commit() + await db.refresh(honcho_session) return honcho_session -def update_session( - db: Session, +async def update_session( + db: AsyncSession, session: schemas.SessionUpdate, app_id: uuid.UUID, user_id: uuid.UUID, session_id: uuid.UUID, ) -> bool: - honcho_session = get_session( + honcho_session = await get_session( db, app_id=app_id, session_id=session_id, user_id=user_id ) if honcho_session is None: @@ -222,13 +249,13 @@ def update_session( session.metadata is not None ): # Need to explicitly be there won't make it empty by default honcho_session.h_metadata = session.metadata - db.commit() - db.refresh(honcho_session) + await db.commit() + await db.refresh(honcho_session) return honcho_session -def delete_session( - db: Session, app_id: uuid.UUID, user_id: uuid.UUID, session_id: uuid.UUID +async def delete_session( + db: AsyncSession, app_id: uuid.UUID, user_id: uuid.UUID, session_id: uuid.UUID ) -> bool: stmt = ( select(models.Session) @@ -237,11 +264,12 @@ def delete_session( .where(models.User.app_id == app_id) .where(models.Session.user_id == user_id) ) - honcho_session = db.scalars(stmt).one_or_none() + result = await db.execute(stmt) + honcho_session = result.scalar_one_or_none() if honcho_session is None: return False honcho_session.is_active = False - db.commit() + await db.commit() return True @@ -250,8 +278,8 @@ def delete_session( ######################################################## -def create_message( - db: Session, +async def create_message( + db: AsyncSession, message: schemas.MessageCreate, app_id: uuid.UUID, user_id: uuid.UUID, @@ -267,19 +295,21 @@ def create_message( session_id=session_id, is_user=message.is_user, content=message.content, + h_metadata=message.metadata, ) db.add(honcho_message) - db.commit() - db.refresh(honcho_message) + await db.commit() + await db.refresh(honcho_message) return honcho_message -def get_messages( - db: Session, +async def get_messages( + db: AsyncSession, app_id: uuid.UUID, user_id: uuid.UUID, session_id: uuid.UUID, reverse: Optional[bool] = False, + filter: Optional[dict] = None, ) -> Select: stmt = ( select(models.Message) @@ -291,6 +321,9 @@ def get_messages( .where(models.Message.session_id == session_id) ) + if filter is not None: + stmt = stmt.where(models.Message.h_metadata.contains(filter)) + if reverse: stmt = stmt.order_by(models.Message.created_at.desc()) else: @@ -299,8 +332,8 @@ def get_messages( return stmt -def get_message( - db: Session, +async def get_message( + db: AsyncSession, app_id: uuid.UUID, user_id: uuid.UUID, session_id: uuid.UUID, @@ -316,7 +349,30 @@ def get_message( .where(models.Message.session_id == session_id) .where(models.Message.id == message_id) ) - return db.scalars(stmt).one_or_none() + result = await db.execute(stmt) + return result.scalar_one_or_none() + + +async def update_message( + db: AsyncSession, + message: schemas.MessageUpdate, + app_id: uuid.UUID, + user_id: uuid.UUID, + session_id: uuid.UUID, + message_id: uuid.UUID, +) -> bool: + honcho_message = await get_message( + db, app_id=app_id, session_id=session_id, user_id=user_id, message_id=message_id + ) + if honcho_message is None: + raise ValueError("Message not found or does not belong to user") + if ( + message.metadata is not None + ): # Need to explicitly be there won't make it empty by default + honcho_message.h_metadata = message.metadata + await db.commit() + await db.refresh(honcho_message) + return honcho_message ######################################################## @@ -324,8 +380,8 @@ def get_message( ######################################################## -def create_metamessage( - db: Session, +async def create_metamessage( + db: AsyncSession, metamessage: schemas.MetamessageCreate, app_id: uuid.UUID, user_id: uuid.UUID, @@ -345,21 +401,23 @@ def create_metamessage( message_id=metamessage.message_id, metamessage_type=metamessage.metamessage_type, content=metamessage.content, + h_metadata=metamessage.metadata, ) db.add(honcho_metamessage) - db.commit() - db.refresh(honcho_metamessage) + await db.commit() + await db.refresh(honcho_metamessage) return honcho_metamessage -def get_metamessages( - db: Session, +async def get_metamessages( + db: AsyncSession, app_id: uuid.UUID, user_id: uuid.UUID, session_id: uuid.UUID, message_id: Optional[uuid.UUID], metamessage_type: Optional[str] = None, + filter: Optional[dict] = None, reverse: Optional[bool] = False, ) -> Select: stmt = ( @@ -379,6 +437,9 @@ def get_metamessages( if metamessage_type is not None: stmt = stmt.where(models.Metamessage.metamessage_type == metamessage_type) + if filter is not None: + stmt = stmt.where(models.Metamessage.h_metadata.contains(filter)) + if reverse: stmt = stmt.order_by(models.Metamessage.created_at.desc()) else: @@ -387,8 +448,8 @@ def get_metamessages( return stmt -def get_metamessage( - db: Session, +async def get_metamessage( + db: AsyncSession, app_id: uuid.UUID, user_id: uuid.UUID, session_id: uuid.UUID, @@ -407,7 +468,37 @@ def get_metamessage( .where(models.Metamessage.message_id == message_id) .where(models.Metamessage.id == metamessage_id) ) - return db.scalars(stmt).one_or_none() + result = await db.execute(stmt) + return result.scalar_one_or_none() + + +async def update_metamessage( + db: AsyncSession, + metamessage: schemas.MetamessageUpdate, + app_id: uuid.UUID, + user_id: uuid.UUID, + session_id: uuid.UUID, + metamessage_id: uuid.UUID, +) -> bool: + honcho_metamessage = await get_metamessage( + db, + app_id=app_id, + session_id=session_id, + user_id=user_id, + message_id=metamessage.message_id, + metamessage_id=metamessage_id, + ) + if honcho_metamessage is None: + raise ValueError("Metamessage not found or does not belong to user") + if ( + metamessage.metadata is not None + ): # Need to explicitly be there won't make it empty by default + honcho_metamessage.h_metadata = metamessage.metadata + if metamessage.metamessage_type is not None: + honcho_metamessage.metamessage_type = metamessage.metamessage_type + await db.commit() + await db.refresh(honcho_metamessage) + return honcho_metamessage ######################################################## @@ -417,8 +508,12 @@ def get_metamessage( # Should be very similar to the session methods -def get_collections( - db: Session, app_id: uuid.UUID, user_id: uuid.UUID, reverse: Optional[bool] = False +async def get_collections( + db: AsyncSession, + app_id: uuid.UUID, + user_id: uuid.UUID, + reverse: Optional[bool] = False, + filter: Optional[dict] = None, ) -> Select: """Get a distinct list of the names of collections associated with a user""" stmt = ( @@ -428,6 +523,9 @@ def get_collections( .where(models.User.id == user_id) ) + if filter is not None: + stmt = stmt.where(models.Collection.h_metadata.contains(filter)) + if reverse: stmt = stmt.order_by(models.Collection.created_at.desc()) else: @@ -436,8 +534,8 @@ def get_collections( return stmt -def get_collection_by_id( - db: Session, app_id: uuid.UUID, user_id: uuid.UUID, collection_id: uuid.UUID +async def get_collection_by_id( + db: AsyncSession, app_id: uuid.UUID, user_id: uuid.UUID, collection_id: uuid.UUID ) -> Optional[models.Collection]: stmt = ( select(models.Collection) @@ -446,12 +544,13 @@ def get_collection_by_id( .where(models.User.id == user_id) .where(models.Collection.id == collection_id) ) - collection = db.scalars(stmt).one_or_none() + result = await db.execute(stmt) + collection = result.scalar_one_or_none() return collection -def get_collection_by_name( - db: Session, app_id: uuid.UUID, user_id: uuid.UUID, name: str +async def get_collection_by_name( + db: AsyncSession, app_id: uuid.UUID, user_id: uuid.UUID, name: str ) -> Optional[models.Collection]: stmt = ( select(models.Collection) @@ -460,12 +559,13 @@ def get_collection_by_name( .where(models.User.id == user_id) .where(models.Collection.name == name) ) - collection = db.scalars(stmt).one_or_none() + result = await db.execute(stmt) + collection = result.scalar_one_or_none() return collection -def create_collection( - db: Session, +async def create_collection( + db: AsyncSession, collection: schemas.CollectionCreate, app_id: uuid.UUID, user_id: uuid.UUID, @@ -473,41 +573,44 @@ def create_collection( honcho_collection = models.Collection( user_id=user_id, name=collection.name, + h_metadata=collection.metadata, ) try: db.add(honcho_collection) - db.commit() + await db.commit() except IntegrityError: - db.rollback() - raise ValueError("Collection already exists") - db.refresh(honcho_collection) + await db.rollback() + raise ValueError("Collection already exists") from None + await db.refresh(honcho_collection) return honcho_collection -def update_collection( - db: Session, +async def update_collection( + db: AsyncSession, collection: schemas.CollectionUpdate, app_id: uuid.UUID, user_id: uuid.UUID, collection_id: uuid.UUID, ) -> models.Collection: - honcho_collection = get_collection_by_id( + honcho_collection = await get_collection_by_id( db, app_id=app_id, user_id=user_id, collection_id=collection_id ) if honcho_collection is None: raise ValueError("collection not found or does not belong to user") + if collection.metadata is not None: + honcho_collection.h_metadata = collection.metadata try: honcho_collection.name = collection.name - db.commit() + await db.commit() except IntegrityError: - db.rollback() - raise ValueError("Collection already exists") - db.refresh(honcho_collection) + await db.rollback() + raise ValueError("Collection already exists") from None + await db.refresh(honcho_collection) return honcho_collection -def delete_collection( - db: Session, app_id: uuid.UUID, user_id: uuid.UUID, collection_id: uuid.UUID +async def delete_collection( + db: AsyncSession, app_id: uuid.UUID, user_id: uuid.UUID, collection_id: uuid.UUID ) -> bool: """ Delete a Collection and all documents associated with it. Takes advantage of @@ -520,11 +623,12 @@ def delete_collection( .where(models.User.id == user_id) .where(models.Collection.id == collection_id) ) - honcho_collection = db.scalars(stmt).one_or_none() + result = await db.execute(stmt) + honcho_collection = result.scalar_one_or_none() if honcho_collection is None: return False - db.delete(honcho_collection) - db.commit() + await db.delete(honcho_collection) + await db.commit() return True @@ -535,12 +639,13 @@ def delete_collection( # Should be similar to the messages methods outside of query -def get_documents( - db: Session, +async def get_documents( + db: AsyncSession, app_id: uuid.UUID, user_id: uuid.UUID, collection_id: uuid.UUID, reverse: Optional[bool] = False, + filter: Optional[dict] = None, ) -> Select: stmt = ( select(models.Document) @@ -551,6 +656,9 @@ def get_documents( .where(models.Document.collection_id == collection_id) ) + if filter is not None: + stmt = stmt.where(models.Document.h_metadata.contains(filter)) + if reverse: stmt = stmt.order_by(models.Document.created_at.desc()) else: @@ -559,8 +667,8 @@ def get_documents( return stmt -def get_document( - db: Session, +async def get_document( + db: AsyncSession, app_id: uuid.UUID, user_id: uuid.UUID, collection_id: uuid.UUID, @@ -576,16 +684,18 @@ def get_document( .where(models.Document.id == document_id) ) - document = db.scalars(stmt).one_or_none() + result = await db.execute(stmt) + document = result.scalar_one_or_none() return document -def query_documents( - db: Session, +async def query_documents( + db: AsyncSession, app_id: uuid.UUID, user_id: uuid.UUID, collection_id: uuid.UUID, query: str, + filter: Optional[dict] = None, top_k: int = 5, ) -> Sequence[models.Document]: response = openai_client.embeddings.create( @@ -599,23 +709,26 @@ def query_documents( .where(models.User.app_id == app_id) .where(models.User.id == user_id) .where(models.Document.collection_id == collection_id) - .order_by(models.Document.embedding.cosine_distance(embedding_query)) - .limit(top_k) + # .limit(top_k) + ) + if filter is not None: + stmt = stmt.where(models.Document.h_metadata.contains(filter)) + stmt = stmt.limit(top_k).order_by( + models.Document.embedding.cosine_distance(embedding_query) ) - # if metadata is not None: - # stmt = stmt.where(models.Document.h_metadata.contains(metadata)) - return db.scalars(stmt).all() + result = await db.execute(stmt) + return result.scalars().all() -def create_document( - db: Session, +async def create_document( + db: AsyncSession, document: schemas.DocumentCreate, app_id: uuid.UUID, user_id: uuid.UUID, collection_id: uuid.UUID, ) -> models.Document: """Embed a message as a vector and create a document""" - collection = get_collection_by_id( + collection = await get_collection_by_id( db, app_id=app_id, collection_id=collection_id, user_id=user_id ) if collection is None: @@ -634,20 +747,20 @@ def create_document( embedding=embedding, ) db.add(honcho_document) - db.commit() - db.refresh(honcho_document) + await db.commit() + await db.refresh(honcho_document) return honcho_document -def update_document( - db: Session, +async def update_document( + db: AsyncSession, document: schemas.DocumentUpdate, app_id: uuid.UUID, user_id: uuid.UUID, collection_id: uuid.UUID, document_id: uuid.UUID, ) -> bool: - honcho_document = get_document( + honcho_document = await get_document( db, app_id=app_id, collection_id=collection_id, @@ -667,13 +780,13 @@ def update_document( if document.metadata is not None: honcho_document.h_metadata = document.metadata - db.commit() - db.refresh(honcho_document) + await db.commit() + await db.refresh(honcho_document) return honcho_document -def delete_document( - db: Session, +async def delete_document( + db: AsyncSession, app_id: uuid.UUID, user_id: uuid.UUID, collection_id: uuid.UUID, @@ -688,9 +801,10 @@ def delete_document( .where(models.Document.collection_id == collection_id) .where(models.Document.id == document_id) ) - document = db.scalars(stmt).one_or_none() + result = await db.execute(stmt) + document = result.scalar_one_or_none() if document is None: return False - db.delete(document) - db.commit() + await db.delete(document) + await db.commit() return True diff --git a/api/src/db.py b/api/src/db.py index abbf77b..7da3dd2 100644 --- a/api/src/db.py +++ b/api/src/db.py @@ -1,20 +1,31 @@ +import os + +from dotenv import load_dotenv from sqlalchemy import create_engine +from sqlalchemy.ext.asyncio import async_sessionmaker, create_async_engine from sqlalchemy.ext.declarative import declarative_base -from sqlalchemy.orm import sessionmaker -from dotenv import load_dotenv -import os load_dotenv() - connect_args = {} -if os.environ["DATABASE_TYPE"] == "sqlite": # https://fastapi.tiangolo.com/tutorial/sql-databases/#note +if ( + os.environ["DATABASE_TYPE"] == "sqlite" +): # https://fastapi.tiangolo.com/tutorial/sql-databases/#note connect_args = {"check_same_thread": False} -engine = create_engine( +engine = create_async_engine( os.environ["CONNECTION_URI"], connect_args=connect_args, echo=True ) -SessionLocal = sessionmaker(autocommit=False, autoflush=False, bind=engine) +SessionLocal = async_sessionmaker(autocommit=False, autoflush=False, bind=engine) Base = declarative_base() + + +def scaffold_db(): + """Use a Sync Engine for scaffolding the database. DDL operations are unavailable + with Async Engines + """ + engine = create_engine(os.environ["CONNECTION_URI"], echo=True) + Base.metadata.create_all(bind=engine) + engine.dispose() diff --git a/api/src/harvester.py b/api/src/harvester.py new file mode 100644 index 0000000..7be78bc --- /dev/null +++ b/api/src/harvester.py @@ -0,0 +1,203 @@ +import asyncio +import os +import uuid +from typing import List + +from dotenv import load_dotenv +from langchain_core.output_parsers import NumberedListOutputParser +from langchain_core.prompts import ( + ChatPromptTemplate, + SystemMessagePromptTemplate, + load_prompt, +) +from langchain_openai import ChatOpenAI +from realtime.connection import Socket +from sqlalchemy import select +from sqlalchemy.orm import selectinload + +from . import crud, models, schemas +from .db import SessionLocal + +load_dotenv() + +SUPABASE_ID = os.getenv("SUPABASE_ID") +SUPABASE_API_KEY = os.getenv("SUPABASE_API_KEY") + +llm = ChatOpenAI(model_name="gpt-4") +output_parser = NumberedListOutputParser() + +SYSTEM_DERIVE_FACTS = load_prompt( + os.path.join(os.path.dirname(__file__), "prompts/derive_facts.yaml") +) +SYSTEM_CHECK_DUPS = load_prompt( + os.path.join(os.path.dirname(__file__), "prompts/check_dup_facts.yaml") +) + +system_check_dups: SystemMessagePromptTemplate = SystemMessagePromptTemplate( + prompt=SYSTEM_CHECK_DUPS +) + +system_derive_facts: SystemMessagePromptTemplate = SystemMessagePromptTemplate( + prompt=SYSTEM_DERIVE_FACTS +) + + +async def callback(payload): + # print(payload["record"]["is_user"]) + # print(type(payload["record"]["is_user"])) + if payload["record"]["is_user"]: # Check if the message is from a user + session_id = payload["record"]["session_id"] + message_id = payload["record"]["id"] + content = payload["record"]["content"] + + # Example of querying for a user_id based on session_id, adjust according to your schema + session: models.Session + user_id: uuid.UUID + app_id: uuid.UUID + async with SessionLocal() as db: + stmt = ( + select(models.Session) + .join(models.Session.messages) + .where(models.Message.id == message_id) + .where(models.Session.id == session_id) + .options(selectinload(models.Session.user)) + ) + result = await db.execute(stmt) + session = result.scalars().one() + user = session.user + user_id = user.id + app_id = user.app_id + collection: models.Collection + async with SessionLocal() as db: + collection = await crud.get_collection_by_name( + db, app_id, user_id, "honcho" + ) + if collection is None: + collection_create = schemas.CollectionCreate(name="honcho", metadata={}) + collection = await crud.create_collection( + db, + collection=collection_create, + app_id=app_id, + user_id=user_id, + ) + collection_id = collection.id + await process_user_message( + content, app_id, user_id, session_id, collection_id, message_id + ) + return + + +async def process_user_message( + content: str, + app_id: uuid.UUID, + user_id: uuid.UUID, + session_id: uuid.UUID, + collection_id: uuid.UUID, + message_id: uuid.UUID, +): + # TODO get messages for the session + async with SessionLocal() as db: + messages_stmt = await crud.get_messages( + db=db, app_id=app_id, user_id=user_id, session_id=session_id, reverse=True + ) + messages_stmt = messages_stmt.limit(10) + response = await db.execute(messages_stmt) + messages = response.scalars().all() + messages = messages[::-1] + contents = [m.content for m in messages] + # print(contents) + + facts = await derive_facts(messages, content) + print("===================") + print(f"DERIVED FACTS: {facts}") + print("===================") + new_facts = await check_dups(app_id, user_id, collection_id, facts) + + print("===================") + print(f"CHECKED FOR DUPLICATES: {new_facts}") + print("===================") + + for fact in new_facts: + create_document = schemas.DocumentCreate(content=fact) + async with SessionLocal() as db: + doc = await crud.create_document( + db, + document=create_document, + app_id=app_id, + user_id=user_id, + collection_id=collection_id, + ) + print(f"Returned Document: {doc}") + # doc = crud.create_document(content=fact) + # for fact in new_facts: + # session.create_metamessage( + # message=user_message, metamessage_type="fact", content=fact + # ) + # print(f"Created fact: {fact}") + + +async def derive_facts(chat_history, input: str) -> List[str]: + """Derive facts from the user input""" + + fact_derivation = ChatPromptTemplate.from_messages([system_derive_facts]) + chain = fact_derivation | llm + response = await chain.ainvoke( + { + "chat_history": [ + ( + "user: " + message.content + if message.is_user + else "ai: " + message.content + ) + for message in chat_history + ], + "user_input": input, + } + ) + facts = output_parser.parse(response.content) + + return facts + + +async def check_dups( + app_id: uuid.UUID, user_id: uuid.UUID, collection_id: uuid.UUID, facts: List[str] +): + """Check that we're not storing duplicate facts""" + + check_duplication = ChatPromptTemplate.from_messages([system_check_dups]) + query = " ".join(facts) + result = None + async with SessionLocal() as db: + result = await crud.query_documents( + db=db, + app_id=app_id, + user_id=user_id, + collection_id=collection_id, + query=query, + top_k=10, + ) + # result = collection.query(query=query, top_k=10) + existing_facts = [document.content for document in result] + print("===================") + print(f"Existing Facts {existing_facts}") + print("===================") + if len(existing_facts) == 0: + return facts + chain = check_duplication | llm + response = await chain.ainvoke({"existing_facts": existing_facts, "facts": facts}) + new_facts = output_parser.parse(response.content) + print("===================") + print(f"New Facts {facts}") + print("===================") + return new_facts + + +if __name__ == "__main__": + URL = f"wss://{SUPABASE_ID}.supabase.co/realtime/v1/websocket?apikey={SUPABASE_API_KEY}&vsn=1.0.0" + # URL = f"ws://127.0.0.1:54321/realtime/v1/websocket?apikey={SUPABASE_API_KEY}" # For local Supabase + s = Socket(URL) + s.connect() + + channel = s.set_channel("realtime:public:messages") + channel.join().on("INSERT", lambda payload: asyncio.create_task(callback(payload))) + s.listen() diff --git a/api/src/main.py b/api/src/main.py index 4784bc3..e7f20b1 100644 --- a/api/src/main.py +++ b/api/src/main.py @@ -1,21 +1,207 @@ +import json +import logging +import os import uuid +from contextlib import asynccontextmanager from typing import Optional, Sequence -from fastapi import APIRouter, Depends, FastAPI, HTTPException, Request +import sentry_sdk +from fastapi import ( + APIRouter, + Depends, + FastAPI, + HTTPException, + Request, +) +from fastapi.responses import PlainTextResponse from fastapi_pagination import Page, add_pagination from fastapi_pagination.ext.sqlalchemy import paginate +from opentelemetry import trace +from opentelemetry._logs import ( + SeverityNumber, + get_logger, + get_logger_provider, + set_logger_provider, + std_to_otel, +) + +# from opentelemetry.exporter.otlp.proto.grpc._log_exporter import OTLPLogExporter +# from opentelemetry.exporter.otlp.proto.grpc.trace_exporter import OTLPSpanExporter +from opentelemetry.exporter.otlp.proto.http._log_exporter import ( + OTLPLogExporter, +) +from opentelemetry.exporter.otlp.proto.http.trace_exporter import ( + OTLPSpanExporter, +) +from opentelemetry.instrumentation.fastapi import FastAPIInstrumentor +from opentelemetry.instrumentation.logging import LoggingInstrumentor +from opentelemetry.instrumentation.sqlalchemy import SQLAlchemyInstrumentor +from opentelemetry.sdk._logs import LoggerProvider, LoggingHandler +from opentelemetry.sdk._logs.export import ( + BatchLogRecordProcessor, + ConsoleLogExporter, + SimpleLogRecordProcessor, +) +from opentelemetry.sdk.resources import Resource +from opentelemetry.sdk.trace import TracerProvider +from opentelemetry.sdk.trace.export import ( + BatchSpanProcessor, + ConsoleSpanExporter, + SimpleSpanProcessor, +) from slowapi import Limiter, _rate_limit_exceeded_handler from slowapi.errors import RateLimitExceeded from slowapi.middleware import SlowAPIMiddleware from slowapi.util import get_remote_address +from sqlalchemy.ext.asyncio import AsyncSession from sqlalchemy.orm import Session +from starlette.exceptions import HTTPException as StarletteHTTPException + +from . import agent, crud, schemas +from .db import SessionLocal, engine, scaffold_db + +# Otel Setup + +DEBUG_LOG_OTEL_TO_PROVIDER = ( + os.getenv("DEBUG_LOG_OTEL_TO_PROVIDER", "False").lower() == "true" +) +DEBUG_LOG_OTEL_TO_CONSOLE = ( + os.getenv("DEBUG_LOG_OTEL_TO_CONSOLE", "False").lower() == "true" +) + + +def otel_get_env_vars(): + otel_http_headers = {} + try: + decoded_http_headers = os.getenv("OTEL_EXPORTER_OTLP_HEADERS", "") + key_values = decoded_http_headers.split(",") + for key_value in key_values: + key, value = key_value.split("=") + otel_http_headers[key] = value + + except Exception as e: + print(f"Error parsing OTEL_ENDPOINT_HTTP_HEADERS: {str(e)}") + otel_endpoint_url = os.getenv("OTEL_EXPORTER_OTLP_ENDPOINT", None) + + return otel_endpoint_url, otel_http_headers + + +def otel_trace_init(): + trace.set_tracer_provider( + TracerProvider( + resource=Resource.create({}), + ), + ) + if DEBUG_LOG_OTEL_TO_PROVIDER: + otel_endpoint_url, otel_http_headers = otel_get_env_vars() + if otel_endpoint_url is not None: + otel_endpoint_url = otel_endpoint_url + "/v1/traces" + otlp_span_exporter = OTLPSpanExporter( + endpoint=otel_endpoint_url, headers=otel_http_headers + ) + trace.get_tracer_provider().add_span_processor( + BatchSpanProcessor(otlp_span_exporter) + ) + if DEBUG_LOG_OTEL_TO_CONSOLE: + trace.get_tracer_provider().add_span_processor( + SimpleSpanProcessor(ConsoleSpanExporter()) + ) + + +def otel_logging_init(): + # ------------Logging + # Set logging level + # CRITICAL = 50 + # ERROR = 40 + # WARNING = 30 + # INFO = 20 + # DEBUG = 10 + # NOTSET = 0 + # default = WARNING + log_level = str(os.getenv("OTEL_PYTHON_LOG_LEVEL", "INFO")).upper() + if log_level == "CRITICAL": + log_level = logging.CRITICAL + print(f"Using log level: CRITICAL / {log_level}") + elif log_level == "ERROR": + log_level = logging.ERROR + print(f"Using log level: ERROR / {log_level}") + elif log_level == "WARNING": + log_level = logging.WARNING + print(f"Using log level: WARNING / {log_level}") + elif log_level == "INFO": + log_level = logging.INFO + print(f"Using log level: INFO / {log_level}") + elif log_level == "DEBUG": + log_level = logging.DEBUG + print(f"Using log level: DEBUG / {log_level}") + elif log_level == "NOTSET": + log_level = logging.INFO + print(f"Using log level: NOTSET / {log_level}") + # ------------ Opentelemetry logging initialization + + logger_provider = LoggerProvider(resource=Resource.create({})) + set_logger_provider(logger_provider) + if DEBUG_LOG_OTEL_TO_CONSOLE: + console_log_exporter = ConsoleLogExporter() + logger_provider.add_log_record_processor( + SimpleLogRecordProcessor(console_log_exporter) + ) + if DEBUG_LOG_OTEL_TO_PROVIDER: + otel_endpoint_url, otel_http_headers = otel_get_env_vars() + if otel_endpoint_url is not None: + otel_endpoint_url = otel_endpoint_url + "/v1/logs" + otlp_log_exporter = OTLPLogExporter( + endpoint=otel_endpoint_url, headers=otel_http_headers + ) + logger_provider.add_log_record_processor( + BatchLogRecordProcessor(otlp_log_exporter) + ) + + # otel_log_handler = FormattedLoggingHandler(logger_provider=logger_provider) + otel_log_handler = LoggingHandler( + level=logging.NOTSET, logger_provider=logger_provider + ) + + otel_log_handler.setLevel(log_level) + # This has to be called first before logger.getLogger().addHandler() so that it can call logging.basicConfig first to set the logging format + # based on the environment variable OTEL_PYTHON_LOG_FORMAT + LoggingInstrumentor(log_level=log_level).instrument(log_level=log_level) + # logFormatter = logging.Formatter(os.getenv("OTEL_PYTHON_LOG_FORMAT", None)) + # otel_log_handler.setFormatter(logFormatter) + logging.getLogger().addHandler(otel_log_handler) + -from . import crud, models, schemas -from .db import SessionLocal, engine +OPENTELEMTRY_ENABLED = os.getenv("OPENTELEMETRY_ENABLED", "False").lower() == "true" -models.Base.metadata.create_all(bind=engine) # Scaffold Database if not already done +# Instrument SQLAlchemy +if OPENTELEMTRY_ENABLED: + otel_trace_init() + otel_logging_init() + + SQLAlchemyInstrumentor().instrument(engine=engine) + +# Sentry Setup + +SENTRY_ENABLED = os.getenv("SENTRY_ENABLED", "False").lower() == "true" +if SENTRY_ENABLED: + sentry_sdk.init( + dsn=os.getenv("SENTRY_DSN"), + enable_tracing=True, + ) + + +@asynccontextmanager +async def lifespan(app: FastAPI): + scaffold_db() # Scaffold Database on Startup + yield + await engine.dispose() + + +app = FastAPI(lifespan=lifespan) + +if OPENTELEMTRY_ENABLED: + FastAPIInstrumentor().instrument_app(app) -app = FastAPI() router = APIRouter(prefix="/apps/{app_id}/users/{user_id}") @@ -24,30 +210,49 @@ # Add SlowAPI middleware to the application app.state.limiter = limiter -app.add_exception_handler(RateLimitExceeded, _rate_limit_exceeded_handler) +app.add_exception_handler( + exc_class_or_status_code=RateLimitExceeded, + handler=_rate_limit_exceeded_handler, # type: ignore +) app.add_middleware(SlowAPIMiddleware) add_pagination(app) -def get_db(): +async def get_db(): """FastAPI Dependency Generator for Database""" - db = SessionLocal() + db: AsyncSession = SessionLocal() try: yield db finally: - db.close() + await db.close() + + +@app.exception_handler(StarletteHTTPException) +async def http_exception_handler(request, exc): + current_span = trace.get_current_span() + if (current_span is not None) and (current_span.is_recording()): + current_span.set_attributes( + { + "http.status_text": str(exc.detail), + "otel.status_description": f"{exc.status_code} / {str(exc.detail)}", + "otel.status_code": "ERROR", + } + ) + return PlainTextResponse( + json.dumps({"detail": str(exc.detail)}), status_code=exc.status_code + ) ######################################################## # App Routes ######################################################## @app.get("/apps/{app_id}", response_model=schemas.App) -def get_app( +async def get_app( request: Request, app_id: uuid.UUID, - db: Session = Depends(get_db), + db: AsyncSession = Depends(get_db), ): """Get an App by ID @@ -58,17 +263,17 @@ def get_app( schemas.App: App object """ - app = crud.get_app(db, app_id=app_id) + app = await crud.get_app(db, app_id=app_id) if app is None: raise HTTPException(status_code=404, detail="App not found") return app -@app.get("/apps/name/{app_name}", response_model=schemas.App) -def get_app_by_name( +@app.get("/apps/name/{name}", response_model=schemas.App) +async def get_app_by_name( request: Request, - app_name: str, - db: Session = Depends(get_db), + name: str, + db: AsyncSession = Depends(get_db), ): """Get an App by Name @@ -79,17 +284,17 @@ def get_app_by_name( schemas.App: App object """ - app = crud.get_app_by_name(db, app_name=app_name) + app = await crud.get_app_by_name(db, name=name) if app is None: raise HTTPException(status_code=404, detail="App not found") return app @app.post("/apps", response_model=schemas.App) -def create_app( +async def create_app( request: Request, app: schemas.AppCreate, - db: Session = Depends(get_db), + db: AsyncSession = Depends(get_db), ): """Create an App @@ -100,14 +305,15 @@ def create_app( schemas.App: Created App object """ - return crud.create_app(db, app=app) + + return await crud.create_app(db, app=app) @app.get("/apps/get_or_create/{name}", response_model=schemas.App) -def get_or_create_app( +async def get_or_create_app( request: Request, name: str, - db: Session = Depends(get_db), + db: AsyncSession = Depends(get_db), ): """Get or Create an App @@ -118,18 +324,18 @@ def get_or_create_app( schemas.App: App object """ - app = crud.get_app_by_name(db, name=name) + app = await crud.get_app_by_name(db, name=name) if app is None: - app = crud.create_app(db, app=schemas.AppCreate(name=name)) + app = await crud.create_app(db, app=schemas.AppCreate(name=name)) return app @app.put("/apps/{app_id}", response_model=schemas.App) -def update_app( +async def update_app( request: Request, app_id: uuid.UUID, app: schemas.AppUpdate, - db: Session = Depends(get_db), + db: AsyncSession = Depends(get_db), ): """Update an App @@ -141,7 +347,7 @@ def update_app( schemas.App: The App object of the updated App """ - honcho_app = crud.update_app(db, app_id=app_id, app=app) + honcho_app = await crud.update_app(db, app_id=app_id, app=app) if honcho_app is None: raise HTTPException(status_code=404, detail="App not found") return honcho_app @@ -153,31 +359,33 @@ def update_app( @app.post("/apps/{app_id}/users", response_model=schemas.User) -def create_user( +async def create_user( request: Request, app_id: uuid.UUID, user: schemas.UserCreate, - db: Session = Depends(get_db), + db: AsyncSession = Depends(get_db), ): """Create a User Args: - app_id (uuid.UUID): The ID of the app representing the client application using honcho + app_id (uuid.UUID): The ID of the app representing the client application using + honcho user (schemas.UserCreate): The User object containing any metadata Returns: schemas.User: Created User object """ - return crud.create_user(db, app_id=app_id, user=user) + return await crud.create_user(db, app_id=app_id, user=user) @app.get("/apps/{app_id}/users", response_model=Page[schemas.User]) -def get_users( +async def get_users( request: Request, app_id: uuid.UUID, reverse: bool = False, - db: Session = Depends(get_db), + filter: Optional[str] = None, + db: AsyncSession = Depends(get_db), ): """Get All Users for an App @@ -189,61 +397,72 @@ def get_users( list[schemas.User]: List of User objects """ - return paginate(db, crud.get_users(db, app_id=app_id, reverse=reverse)) + data = None + if filter is not None: + data = json.loads(filter) + + return await paginate( + db, await crud.get_users(db, app_id=app_id, reverse=reverse, filter=data) + ) @app.get("/apps/{app_id}/users/{name}", response_model=schemas.User) -def get_user_by_name( +async def get_user_by_name( request: Request, app_id: uuid.UUID, name: str, - db: Session = Depends(get_db), + db: AsyncSession = Depends(get_db), ): """Get a User Args: - app_id (uuid.UUID): The ID of the app representing the client application using honcho + app_id (uuid.UUID): The ID of the app representing the client application using + honcho user_id (str): The User ID representing the user, managed by the user Returns: schemas.User: User object """ - return crud.get_user_by_name(db, app_id=app_id, name=name) + return await crud.get_user_by_name(db, app_id=app_id, name=name) @app.get("/apps/{app_id}/users/get_or_create/{name}", response_model=schemas.User) -def get_or_create_user( - request: Request, app_id: uuid.UUID, name: str, db: Session = Depends(get_db) +async def get_or_create_user( + request: Request, app_id: uuid.UUID, name: str, db: AsyncSession = Depends(get_db) ): """Get or Create a User Args: - app_id (uuid.UUID): The ID of the app representing the client application using honcho + app_id (uuid.UUID): The ID of the app representing the client application using + honcho user_id (str): The User ID representing the user, managed by the user Returns: schemas.User: User object """ - user = crud.get_user_by_name(db, app_id=app_id, name=name) + user = await crud.get_user_by_name(db, app_id=app_id, name=name) if user is None: - user = crud.create_user(db, app_id=app_id, user=schemas.UserCreate(name=name)) + user = await crud.create_user( + db, app_id=app_id, user=schemas.UserCreate(name=name) + ) return user @app.put("/apps/{app_id}/users/{user_id}", response_model=schemas.User) -def update_user( +async def update_user( request: Request, app_id: uuid.UUID, user_id: uuid.UUID, user: schemas.UserUpdate, - db: Session = Depends(get_db), + db: AsyncSession = Depends(get_db), ): """Update a User Args: - app_id (uuid.UUID): The ID of the app representing the client application using honcho + app_id (uuid.UUID): The ID of the app representing the client application using + honcho user_id (str): The User ID representing the user, managed by the user user (schemas.UserCreate): The User object containing any metadata @@ -251,7 +470,7 @@ def update_user( schemas.User: Updated User object """ - return crud.update_user(db, app_id=app_id, user_id=user_id, user=user) + return await crud.update_user(db, app_id=app_id, user_id=user_id, user=user) ######################################################## @@ -260,46 +479,55 @@ def update_user( @router.get("/sessions", response_model=Page[schemas.Session]) -def get_sessions( +async def get_sessions( request: Request, app_id: uuid.UUID, user_id: uuid.UUID, location_id: Optional[str] = None, is_active: Optional[bool] = False, reverse: Optional[bool] = False, - db: Session = Depends(get_db), + filter: Optional[str] = None, + db: AsyncSession = Depends(get_db), ): """Get All Sessions for a User Args: - app_id (uuid.UUID): The ID of the app representing the client application using honcho + app_id (uuid.UUID): The ID of the app representing the client application using + honcho user_id (uuid.UUID): The User ID representing the user, managed by the user - location_id (str, optional): Optional Location ID representing the location of a session + location_id (str, optional): Optional Location ID representing the location of a + session Returns: list[schemas.Session]: List of Session objects """ - return paginate( + + data = None + if filter is not None: + data = json.loads(filter) + + return await paginate( db, - crud.get_sessions( + await crud.get_sessions( db, app_id=app_id, user_id=user_id, location_id=location_id, reverse=reverse, is_active=is_active, + filter=data, ), ) @router.post("/sessions", response_model=schemas.Session) -def create_session( +async def create_session( request: Request, app_id: uuid.UUID, user_id: uuid.UUID, session: schemas.SessionCreate, - db: Session = Depends(get_db), + db: AsyncSession = Depends(get_db), ): """Create a Session for a User @@ -314,23 +542,26 @@ def create_session( schemas.Session: The Session object of the new Session """ - value = crud.create_session(db, app_id=app_id, user_id=user_id, session=session) + value = await crud.create_session( + db, app_id=app_id, user_id=user_id, session=session + ) return value @router.put("/sessions/{session_id}", response_model=schemas.Session) -def update_session( +async def update_session( request: Request, app_id: uuid.UUID, user_id: uuid.UUID, session_id: uuid.UUID, session: schemas.SessionUpdate, - db: Session = Depends(get_db), + db: AsyncSession = Depends(get_db), ): """Update the metadata of a Session Args: - app_id (uuid.UUID): The ID of the app representing the client application using honcho + app_id (uuid.UUID): The ID of the app representing the client application using + honcho user_id (uuid.UUID): The User ID representing the user, managed by the user session_id (uuid.UUID): The ID of the Session to update session (schemas.SessionUpdate): The Session object containing any new metadata @@ -340,29 +571,28 @@ def update_session( """ if session.metadata is None: - raise HTTPException( - status_code=400, detail="Session metadata cannot be empty" - ) # TODO TEST if I can set the metadata to be blank with this + raise HTTPException(status_code=400, detail="Session metadata cannot be empty") try: - return crud.update_session( + return await crud.update_session( db, app_id=app_id, user_id=user_id, session_id=session_id, session=session ) except ValueError: - raise HTTPException(status_code=404, detail="Session not found") + raise HTTPException(status_code=404, detail="Session not found") from None @router.delete("/sessions/{session_id}") -def delete_session( +async def delete_session( request: Request, app_id: uuid.UUID, user_id: uuid.UUID, session_id: uuid.UUID, - db: Session = Depends(get_db), + db: AsyncSession = Depends(get_db), ): """Delete a session by marking it as inactive Args: - app_id (uuid.UUID): The ID of the app representing the client application using honcho + app_id (uuid.UUID): The ID of the app representing the client application using + honcho user_id (uuid.UUID): The User ID representing the user, managed by the user session_id (uuid.UUID): The ID of the Session to delete @@ -373,7 +603,7 @@ def delete_session( HTTPException: If the session is not found """ - response = crud.delete_session( + response = await crud.delete_session( db, app_id=app_id, user_id=user_id, session_id=session_id ) if response: @@ -383,17 +613,18 @@ def delete_session( @router.get("/sessions/{session_id}", response_model=schemas.Session) -def get_session( +async def get_session( request: Request, app_id: uuid.UUID, user_id: uuid.UUID, session_id: uuid.UUID, - db: Session = Depends(get_db), + db: AsyncSession = Depends(get_db), ): """Get a specific session for a user by ID Args: - app_id (uuid.UUID): The ID of the app representing the client application using honcho + app_id (uuid.UUID): The ID of the app representing the client application using + honcho user_id (uuid.UUID): The User ID representing the user, managed by the user session_id (uuid.UUID): The ID of the Session to retrieve @@ -403,7 +634,7 @@ def get_session( Raises: HTTPException: If the session is not found """ - honcho_session = crud.get_session( + honcho_session = await crud.get_session( db, app_id=app_id, session_id=session_id, user_id=user_id ) if honcho_session is None: @@ -417,21 +648,23 @@ def get_session( @router.post("/sessions/{session_id}/messages", response_model=schemas.Message) -def create_message_for_session( +async def create_message_for_session( request: Request, app_id: uuid.UUID, user_id: uuid.UUID, session_id: uuid.UUID, message: schemas.MessageCreate, - db: Session = Depends(get_db), + db: AsyncSession = Depends(get_db), ): """Adds a message to a session Args: - app_id (uuid.UUID): The ID of the app representing the client application using honcho + app_id (uuid.UUID): The ID of the app representing the client application using + honcho user_id (str): The User ID representing the user, managed by the user session_id (int): The ID of the Session to add the message to - message (schemas.MessageCreate): The Message object to add containing the message content and type + message (schemas.MessageCreate): The Message object to add containing the + message content and type Returns: schemas.Message: The Message object of the added message @@ -441,26 +674,28 @@ def create_message_for_session( """ try: - return crud.create_message( + return await crud.create_message( db, message=message, app_id=app_id, user_id=user_id, session_id=session_id ) except ValueError: - raise HTTPException(status_code=404, detail="Session not found") + raise HTTPException(status_code=404, detail="Session not found") from None @router.get("/sessions/{session_id}/messages", response_model=Page[schemas.Message]) -def get_messages( +async def get_messages( request: Request, app_id: uuid.UUID, user_id: uuid.UUID, session_id: uuid.UUID, reverse: Optional[bool] = False, - db: Session = Depends(get_db), + filter: Optional[str] = None, + db: AsyncSession = Depends(get_db), ): """Get all messages for a session Args: - app_id (uuid.UUID): The ID of the app representing the client application using honcho + app_id (uuid.UUID): The ID of the app representing the client application using + honcho user_id (str): The User ID representing the user, managed by the user session_id (int): The ID of the Session to retrieve reverse (bool): Whether to reverse the order of the messages @@ -473,33 +708,37 @@ def get_messages( """ try: - return paginate( + data = None + if filter is not None: + data = json.loads(filter) + return await paginate( db, - crud.get_messages( + await crud.get_messages( db, app_id=app_id, user_id=user_id, session_id=session_id, + filter=data, reverse=reverse, ), ) except ValueError: - raise HTTPException(status_code=404, detail="Session not found") + raise HTTPException(status_code=404, detail="Session not found") from None @router.get( "sessions/{session_id}/messages/{message_id}", response_model=schemas.Message ) -def get_message( +async def get_message( request: Request, app_id: uuid.UUID, user_id: uuid.UUID, session_id: uuid.UUID, message_id: uuid.UUID, - db: Session = Depends(get_db), + db: AsyncSession = Depends(get_db), ): """ """ - honcho_message = crud.get_message( + honcho_message = await crud.get_message( db, app_id=app_id, session_id=session_id, user_id=user_id, message_id=message_id ) if honcho_message is None: @@ -507,27 +746,57 @@ def get_message( return honcho_message +@router.put( + "sessions/{session_id}/messages/{message_id}", response_model=schemas.Message +) +async def update_message( + request: Request, + app_id: uuid.UUID, + user_id: uuid.UUID, + session_id: uuid.UUID, + message_id: uuid.UUID, + message: schemas.MessageUpdate, + db: AsyncSession = Depends(get_db), +): + """Update's the metadata of a message""" + if message.metadata is None: + raise HTTPException(status_code=400, detail="Message metadata cannot be empty") + try: + return await crud.update_message( + db, + message=message, + app_id=app_id, + user_id=user_id, + session_id=session_id, + message_id=message_id, + ) + except ValueError: + raise HTTPException(status_code=404, detail="Session not found") from None + + ######################################################## # metamessage routes ######################################################## @router.post("/sessions/{session_id}/metamessages", response_model=schemas.Metamessage) -def create_metamessage( +async def create_metamessage( request: Request, app_id: uuid.UUID, user_id: uuid.UUID, session_id: uuid.UUID, metamessage: schemas.MetamessageCreate, - db: Session = Depends(get_db), + db: AsyncSession = Depends(get_db), ): """Adds a message to a session Args: - app_id (uuid.UUID): The ID of the app representing the client application using honcho + app_id (uuid.UUID): The ID of the app representing the client application using + honcho user_id (str): The User ID representing the user, managed by the user session_id (int): The ID of the Session to add the message to - message (schemas.MessageCreate): The Message object to add containing the message content and type + message (schemas.MessageCreate): The Message object to add containing the + message content and type Returns: schemas.Message: The Message object of the added message @@ -537,7 +806,7 @@ def create_metamessage( """ try: - return crud.create_metamessage( + return await crud.create_metamessage( db, metamessage=metamessage, app_id=app_id, @@ -545,13 +814,13 @@ def create_metamessage( session_id=session_id, ) except ValueError: - raise HTTPException(status_code=404, detail="Session not found") + raise HTTPException(status_code=404, detail="Session not found") from None @router.get( "/sessions/{session_id}/metamessages", response_model=Page[schemas.Metamessage] ) -def get_metamessages( +async def get_metamessages( request: Request, app_id: uuid.UUID, user_id: uuid.UUID, @@ -559,12 +828,14 @@ def get_metamessages( message_id: Optional[uuid.UUID] = None, metamessage_type: Optional[str] = None, reverse: Optional[bool] = False, - db: Session = Depends(get_db), + filter: Optional[str] = None, + db: AsyncSession = Depends(get_db), ): """Get all messages for a session Args: - app_id (uuid.UUID): The ID of the app representing the client application using honcho + app_id (uuid.UUID): The ID of the app representing the client application using + honcho user_id (str): The User ID representing the user, managed by the user session_id (int): The ID of the Session to retrieve reverse (bool): Whether to reverse the order of the metamessages @@ -577,39 +848,44 @@ def get_metamessages( """ try: - return paginate( + data = None + if filter is not None: + data = json.loads(filter) + return await paginate( db, - crud.get_metamessages( + await crud.get_metamessages( db, app_id=app_id, user_id=user_id, session_id=session_id, message_id=message_id, metamessage_type=metamessage_type, + filter=data, reverse=reverse, ), ) except ValueError: - raise HTTPException(status_code=404, detail="Session not found") + raise HTTPException(status_code=404, detail="Session not found") from None @router.get( "/sessions/{session_id}/metamessages/{metamessage_id}", response_model=schemas.Metamessage, ) -def get_metamessage( +async def get_metamessage( request: Request, app_id: uuid.UUID, user_id: uuid.UUID, session_id: uuid.UUID, message_id: uuid.UUID, metamessage_id: uuid.UUID, - db: Session = Depends(get_db), + db: AsyncSession = Depends(get_db), ): - """Get a specific session for a user by ID + """Get a specific Metamessage by ID Args: - app_id (uuid.UUID): The ID of the app representing the client application using honcho + app_id (uuid.UUID): The ID of the app representing the client application using + honcho user_id (str): The User ID representing the user, managed by the user session_id (int): The ID of the Session to retrieve @@ -619,7 +895,7 @@ def get_metamessage( Raises: HTTPException: If the session is not found """ - honcho_metamessage = crud.get_metamessage( + honcho_metamessage = await crud.get_metamessage( db, app_id=app_id, session_id=session_id, @@ -632,21 +908,70 @@ def get_metamessage( return honcho_metamessage +@router.put( + "sessions/{session_id}/metamessages/{metamessage_id}", + response_model=schemas.Metamessage, +) +async def update_metamessage( + request: Request, + app_id: uuid.UUID, + user_id: uuid.UUID, + session_id: uuid.UUID, + metamessage_id: uuid.UUID, + metamessage: schemas.MetamessageUpdate, + db: AsyncSession = Depends(get_db), +): + """Update's the metadata of a metamessage""" + if metamessage.metadata is None: + raise HTTPException( + status_code=400, detail="Metamessage metadata cannot be empty" + ) + try: + return await crud.update_metamessage( + db, + metamessage=metamessage, + app_id=app_id, + user_id=user_id, + session_id=session_id, + metamessage_id=metamessage_id, + ) + except ValueError: + raise HTTPException(status_code=404, detail="Session not found") from None + + ######################################################## # collection routes ######################################################## @router.get("/collections", response_model=Page[schemas.Collection]) -def get_collections( +async def get_collections( request: Request, app_id: uuid.UUID, user_id: uuid.UUID, reverse: Optional[bool] = False, - db: Session = Depends(get_db), + filter: Optional[str] = None, + db: AsyncSession = Depends(get_db), ): - return paginate( - db, crud.get_collections(db, app_id=app_id, user_id=user_id, reverse=reverse) + """Get All Collections for a User + + Args: + app_id (uuid.UUID): The ID of the app representing the client + application using honcho + user_id (uuid.UUID): The User ID representing the user, managed by the user + + Returns: + list[schemas.Collection]: List of Collection objects + + """ + data = None + if filter is not None: + data = json.loads(filter) + return await paginate( + db, + await crud.get_collections( + db, app_id=app_id, user_id=user_id, filter=data, reverse=reverse + ), ) @@ -656,7 +981,7 @@ def get_collections( # app_id: uuid.UUID, # user_id: uuid.UUID, # collection_id: uuid.UUID, -# db: Session = Depends(get_db), +# db: AsyncSession = Depends(get_db), # ) -> schemas.Collection: # honcho_collection = crud.get_collection_by_id( # db, app_id=app_id, user_id=user_id, collection_id=collection_id @@ -669,14 +994,14 @@ def get_collections( @router.get("/collections/{name}", response_model=schemas.Collection) -def get_collection_by_name( +async def get_collection_by_name( request: Request, app_id: uuid.UUID, user_id: uuid.UUID, name: str, - db: Session = Depends(get_db), + db: AsyncSession = Depends(get_db), ) -> schemas.Collection: - honcho_collection = crud.get_collection_by_name( + honcho_collection = await crud.get_collection_by_name( db, app_id=app_id, user_id=user_id, name=name ) if honcho_collection is None: @@ -687,39 +1012,50 @@ def get_collection_by_name( @router.post("/collections", response_model=schemas.Collection) -def create_collection( +async def create_collection( request: Request, app_id: uuid.UUID, user_id: uuid.UUID, collection: schemas.CollectionCreate, - db: Session = Depends(get_db), + db: AsyncSession = Depends(get_db), ): + if collection.name == "honcho": + raise HTTPException( + status_code=406, + detail="error invalid collection configuration - honcho is a reserved name", + ) try: - return crud.create_collection( + return await crud.create_collection( db, collection=collection, app_id=app_id, user_id=user_id ) except ValueError: raise HTTPException( status_code=406, detail="Error invalid collection configuration - name may already exist", - ) + ) from None @router.put("/collections/{collection_id}", response_model=schemas.Collection) -def update_collection( +async def update_collection( request: Request, app_id: uuid.UUID, user_id: uuid.UUID, collection_id: uuid.UUID, collection: schemas.CollectionUpdate, - db: Session = Depends(get_db), + db: AsyncSession = Depends(get_db), ): if collection.name is None: raise HTTPException( status_code=400, detail="invalid request - name cannot be None" ) + if collection.name == "honcho": + raise HTTPException( + status_code=406, + detail="error invalid collection configuration - honcho is a reserved name", + ) + try: - honcho_collection = crud.update_collection( + honcho_collection = await crud.update_collection( db, collection=collection, app_id=app_id, @@ -730,19 +1066,19 @@ def update_collection( raise HTTPException( status_code=406, detail="Error invalid collection configuration - name may already exist", - ) + ) from None return honcho_collection @router.delete("/collections/{collection_id}") -def delete_collection( +async def delete_collection( request: Request, app_id: uuid.UUID, user_id: uuid.UUID, collection_id: uuid.UUID, - db: Session = Depends(get_db), + db: AsyncSession = Depends(get_db), ): - response = crud.delete_collection( + response = await crud.delete_collection( db, app_id=app_id, user_id=user_id, collection_id=collection_id ) if response: @@ -761,22 +1097,27 @@ def delete_collection( @router.get( "/collections/{collection_id}/documents", response_model=Page[schemas.Document] ) -def get_documents( +async def get_documents( request: Request, app_id: uuid.UUID, user_id: uuid.UUID, collection_id: uuid.UUID, reverse: Optional[bool] = False, - db: Session = Depends(get_db), + filter: Optional[str] = None, + db: AsyncSession = Depends(get_db), ): try: - return paginate( + data = None + if filter is not None: + data = json.loads(filter) + return await paginate( db, - crud.get_documents( + await crud.get_documents( db, app_id=app_id, user_id=user_id, collection_id=collection_id, + filter=data, reverse=reverse, ), ) @@ -785,7 +1126,7 @@ def get_documents( ): # TODO can probably remove this exception ok to return empty here raise HTTPException( status_code=404, detail="collection not found or does not belong to user" - ) + ) from None router.get( @@ -794,15 +1135,15 @@ def get_documents( ) -def get_document( +async def get_document( request: Request, app_id: uuid.UUID, user_id: uuid.UUID, collection_id: uuid.UUID, document_id: uuid.UUID, - db: Session = Depends(get_db), + db: AsyncSession = Depends(get_db), ): - honcho_document = crud.get_document( + honcho_document = await crud.get_document( db, app_id=app_id, user_id=user_id, @@ -819,38 +1160,43 @@ def get_document( @router.get( "/collections/{collection_id}/query", response_model=Sequence[schemas.Document] ) -def query_documents( +async def query_documents( request: Request, app_id: uuid.UUID, user_id: uuid.UUID, collection_id: uuid.UUID, query: str, top_k: int = 5, - db: Session = Depends(get_db), + filter: Optional[str] = None, + db: AsyncSession = Depends(get_db), ): if top_k is not None and top_k > 50: top_k = 50 # TODO see if we need to paginate this - return crud.query_documents( + data = None + if filter is not None: + data = json.loads(filter) + return await crud.query_documents( db=db, app_id=app_id, user_id=user_id, collection_id=collection_id, query=query, + filter=data, top_k=top_k, ) @router.post("/collections/{collection_id}/documents", response_model=schemas.Document) -def create_document( +async def create_document( request: Request, app_id: uuid.UUID, user_id: uuid.UUID, collection_id: uuid.UUID, document: schemas.DocumentCreate, - db: Session = Depends(get_db), + db: AsyncSession = Depends(get_db), ): try: - return crud.create_document( + return await crud.create_document( db, document=document, app_id=app_id, @@ -860,27 +1206,27 @@ def create_document( except ValueError: raise HTTPException( status_code=404, detail="collection not found or does not belong to user" - ) + ) from None @router.put( "/collections/{collection_id}/documents/{document_id}", response_model=schemas.Document, ) -def update_document( +async def update_document( request: Request, app_id: uuid.UUID, user_id: uuid.UUID, collection_id: uuid.UUID, document_id: uuid.UUID, document: schemas.DocumentUpdate, - db: Session = Depends(get_db), + db: AsyncSession = Depends(get_db), ): if document.content is None and document.metadata is None: raise HTTPException( status_code=400, detail="content and metadata cannot both be None" ) - return crud.update_document( + return await crud.update_document( db, document=document, app_id=app_id, @@ -891,15 +1237,15 @@ def update_document( @router.delete("/collections/{collection_id}/documents/{document_id}") -def delete_document( +async def delete_document( request: Request, app_id: uuid.UUID, user_id: uuid.UUID, collection_id: uuid.UUID, document_id: uuid.UUID, - db: Session = Depends(get_db), + db: AsyncSession = Depends(get_db), ): - response = crud.delete_document( + response = await crud.delete_document( db, app_id=app_id, user_id=user_id, @@ -914,4 +1260,18 @@ def delete_document( ) +@router.get("/sessions/{session_id}/chat", response_model=schemas.AgentChat) +async def get_chat( + request: Request, + app_id: uuid.UUID, + user_id: uuid.UUID, + session_id: uuid.UUID, + query: str, + db: AsyncSession = Depends(get_db), +): + return await agent.chat( + app_id=app_id, user_id=user_id, session_id=session_id, query=query, db=db + ) + + app.include_router(router) diff --git a/api/src/models.py b/api/src/models.py index ebd7cdd..0790b73 100644 --- a/api/src/models.py +++ b/api/src/models.py @@ -87,6 +87,7 @@ class Message(Base): session_id: Mapped[uuid.UUID] = mapped_column(ForeignKey("sessions.id"), index=True) is_user: Mapped[bool] content: Mapped[str] = mapped_column(String(65535)) + h_metadata: Mapped[dict] = mapped_column("metadata", ColumnType, default={}) created_at: Mapped[datetime.datetime] = mapped_column( DateTime(timezone=True), default=datetime.datetime.utcnow @@ -111,6 +112,7 @@ class Metamessage(Base): created_at: Mapped[datetime.datetime] = mapped_column( DateTime(timezone=True), default=datetime.datetime.utcnow ) + h_metadata: Mapped[dict] = mapped_column("metadata", ColumnType, default={}) def __repr__(self) -> str: return f"Metamessages(id={self.id}, message_id={self.message_id}, metamessage_type={self.metamessage_type}, content={self.content[10:]})" @@ -125,6 +127,7 @@ class Collection(Base): created_at: Mapped[datetime.datetime] = mapped_column( DateTime(timezone=True), default=datetime.datetime.utcnow ) + h_metadata: Mapped[dict] = mapped_column("metadata", ColumnType, default={}) documents = relationship( "Document", back_populates="collection", cascade="all, delete, delete-orphan" ) diff --git a/api/src/prompts/check_dup_facts.yaml b/api/src/prompts/check_dup_facts.yaml new file mode 100644 index 0000000..673f9ae --- /dev/null +++ b/api/src/prompts/check_dup_facts.yaml @@ -0,0 +1,11 @@ +_type: prompt +input_variables: + ["existing_facts", "facts"] +template: > + Your job is to compare the following two lists and keep only unique items: + + Old: ```{existing_facts}``` + + New: ```{facts}``` + + Remove redundant information from the new list and output the remaining facts as a numbered list. If there's nothing to remove (i.e. the statements are sufficiently different), print "None". diff --git a/api/src/prompts/derive_facts.yaml b/api/src/prompts/derive_facts.yaml new file mode 100644 index 0000000..4e06a0f --- /dev/null +++ b/api/src/prompts/derive_facts.yaml @@ -0,0 +1,10 @@ +_type: prompt +input_variables: + ["chat_history", "user_input"] +template: > + You are tasked with deriving discrete facts about the user based on their input. The goal is to only extract absolute facts from the message, do not make inferences beyond the text provided. + + chat history: ```{chat_history}``` + user input: ```{user_input}``` + + Output the facts as a numbered list. diff --git a/api/src/prompts/dialectic.yaml b/api/src/prompts/dialectic.yaml new file mode 100644 index 0000000..ba880a2 --- /dev/null +++ b/api/src/prompts/dialectic.yaml @@ -0,0 +1,11 @@ + +_type: prompt +input_variables: + ["agent_input", "retrieved_facts"] +template: > + You are tasked with responding to the query based on the context provided. + --- + query: {agent_input} + context: {retrieved_facts} + --- + Provide a brief, matter-of-fact, and appropriate response to the query based on the context provided. If the context provided doesn't aid in addressing the query, return None. diff --git a/api/src/schemas.py b/api/src/schemas.py index a0a779c..e99e181 100644 --- a/api/src/schemas.py +++ b/api/src/schemas.py @@ -1,7 +1,8 @@ -from pydantic import BaseModel, validator import datetime import uuid +from pydantic import BaseModel, validator + class AppBase(BaseModel): pass @@ -68,21 +69,37 @@ class Config: class MessageBase(BaseModel): + pass + + +class MessageCreate(MessageBase): content: str is_user: bool + metadata: dict | None = {} -class MessageCreate(MessageBase): - pass +class MessageUpdate(MessageBase): + metadata: dict | None = None class Message(MessageBase): + content: str + is_user: bool session_id: uuid.UUID id: uuid.UUID + h_metadata: dict + metadata: dict created_at: datetime.datetime + @validator("metadata", pre=True, allow_reuse=True) + def fetch_h_metadata(cls, value, values): + if "h_metadata" in values: + return values["h_metadata"] + return {} + class Config: from_attributes = True + schema_extra = {"exclude": ["h_metadata"]} class SessionBase(BaseModel): @@ -120,21 +137,40 @@ class Config: class MetamessageBase(BaseModel): + pass + + +class MetamessageCreate(MetamessageBase): metamessage_type: str content: str + message_id: uuid.UUID + metadata: dict | None = {} -class MetamessageCreate(MetamessageBase): +class MetamessageUpdate(MetamessageBase): message_id: uuid.UUID + metamessage_type: str | None = None + metadata: dict | None = None class Metamessage(MetamessageBase): + metamessage_type: str + content: str id: uuid.UUID message_id: uuid.UUID + h_metadata: dict + metadata: dict created_at: datetime.datetime + @validator("metadata", pre=True, allow_reuse=True) + def fetch_h_metadata(cls, value, values): + if "h_metadata" in values: + return values["h_metadata"] + return {} + class Config: from_attributes = True + schema_extra = {"exclude": ["h_metadata"]} class CollectionBase(BaseModel): @@ -143,20 +179,31 @@ class CollectionBase(BaseModel): class CollectionCreate(CollectionBase): name: str + metadata: dict | None = {} class CollectionUpdate(CollectionBase): name: str + metadata: dict | None = None class Collection(CollectionBase): id: uuid.UUID name: str user_id: uuid.UUID + h_metadata: dict + metadata: dict created_at: datetime.datetime + @validator("metadata", pre=True, allow_reuse=True) + def fetch_h_metadata(cls, value, values): + if "h_metadata" in values: + return values["h_metadata"] + return {} + class Config: from_attributes = True + schema_extra = {"exclude": ["h_metadata"]} class DocumentBase(BaseModel): @@ -189,3 +236,7 @@ def fetch_h_metadata(cls, value, values): class Config: from_attributes = True schema_extra = {"exclude": ["h_metadata"]} + + +class AgentChat(BaseModel): + content: str diff --git a/example/cli/main.py b/example/cli/main.py index f1cd9e2..56d048d 100644 --- a/example/cli/main.py +++ b/example/cli/main.py @@ -2,15 +2,19 @@ from uuid import uuid4 from langchain.prompts import ChatPromptTemplate + from langchain.schema import AIMessage, HumanMessage, SystemMessage from langchain_community.chat_models.fake import FakeListChatModel from honcho import Honcho +from honcho.ext.langchain import langchain_message_converter app_name = str(uuid4()) -# honcho = Honcho(app_id=app_id, base_url="http://localhost:8000") # uncomment to use local -honcho = Honcho(app_name=app_name) # uses demo server at https://demo.honcho.dev +honcho = Honcho( + app_name=app_name, base_url="http://localhost:8000" +) # uncomment to use local +# honcho = Honcho(app_name=app_name) # uses demo server at https://demo.honcho.dev honcho.initialize() responses = ["Fake LLM Response :)"] @@ -24,14 +28,14 @@ session = user.create_session() -def langchain_message_converter(messages: List): - new_messages = [] - for message in messages: - if message.is_user: - new_messages.append(HumanMessage(content=message.content)) - else: - new_messages.append(AIMessage(content=message.content)) - return new_messages +# def langchain_message_converter(messages: List): +# new_messages = [] +# for message in messages: +# if message.is_user: +# new_messages.append(HumanMessage(content=message.content)) +# else: +# new_messages.append(AIMessage(content=message.content)) +# return new_messages def chat(): diff --git a/example/cli/poetry.lock b/example/cli/poetry.lock index 79a9761..ae3934c 100644 --- a/example/cli/poetry.lock +++ b/example/cli/poetry.lock @@ -125,14 +125,14 @@ files = [ [[package]] name = "anyio" -version = "4.2.0" +version = "4.3.0" description = "High level compatibility layer for multiple asynchronous event loop implementations" -category = "dev" +category = "main" optional = false python-versions = ">=3.8" files = [ - {file = "anyio-4.2.0-py3-none-any.whl", hash = "sha256:745843b39e829e108e518c489b31dc757de7d2131d53fac32bd8df268227bfee"}, - {file = "anyio-4.2.0.tar.gz", hash = "sha256:e1875bb4b4e2de1669f4bc7869b6d3f54231cdced71605e6e64c9be77e3be50f"}, + {file = "anyio-4.3.0-py3-none-any.whl", hash = "sha256:048e05d0f6caeed70d731f3db756d35dcc1f35747c8c403364a8332c630441b8"}, + {file = "anyio-4.3.0.tar.gz", hash = "sha256:f75253795a87df48568485fd18cdd2a3fa5c4f7c5be8e5e36637733fce06fed6"}, ] [package.dependencies] @@ -166,21 +166,21 @@ tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "p [[package]] name = "certifi" -version = "2023.11.17" +version = "2024.2.2" description = "Python package for providing Mozilla's CA Bundle." category = "main" optional = false python-versions = ">=3.6" files = [ - {file = "certifi-2023.11.17-py3-none-any.whl", hash = "sha256:e036ab49d5b79556f99cfc2d9320b34cfbe5be05c5871b51de9329f0603b0474"}, - {file = "certifi-2023.11.17.tar.gz", hash = "sha256:9b469f3a900bf28dc19b8cfbf8019bf47f7fdd1a65a1d4ffb98fc14166beb4d1"}, + {file = "certifi-2024.2.2-py3-none-any.whl", hash = "sha256:dc383c07b76109f368f6106eee2b593b04a011ea4d55f652c6ca24a754d1cdd1"}, + {file = "certifi-2024.2.2.tar.gz", hash = "sha256:0569859f95fc761b18b45ef421b1290a0f65f147e92a1e5eb3e635f9a5e4e66f"}, ] [[package]] name = "charset-normalizer" version = "3.3.2" description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet." -category = "main" +category = "dev" optional = false python-versions = ">=3.7.0" files = [ @@ -278,14 +278,14 @@ files = [ [[package]] name = "dataclasses-json" -version = "0.6.3" +version = "0.6.4" description = "Easily serialize dataclasses to and from JSON." category = "dev" optional = false python-versions = ">=3.7,<4.0" files = [ - {file = "dataclasses_json-0.6.3-py3-none-any.whl", hash = "sha256:4aeb343357997396f6bca1acae64e486c3a723d8f5c76301888abeccf0c45176"}, - {file = "dataclasses_json-0.6.3.tar.gz", hash = "sha256:35cb40aae824736fdf959801356641836365219cfe14caeb115c39136f775d2a"}, + {file = "dataclasses_json-0.6.4-py3-none-any.whl", hash = "sha256:f90578b8a3177f7552f4e1a6e535e84293cd5da421fcce0642d49c0d7bdf8df2"}, + {file = "dataclasses_json-0.6.4.tar.gz", hash = "sha256:73696ebf24936560cca79a2430cbc4f3dd23ac7bf46ed17f38e5e5e7657a6377"}, ] [package.dependencies] @@ -451,23 +451,82 @@ files = [ docs = ["Sphinx", "furo"] test = ["objgraph", "psutil"] +[[package]] +name = "h11" +version = "0.14.0" +description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1" +category = "main" +optional = false +python-versions = ">=3.7" +files = [ + {file = "h11-0.14.0-py3-none-any.whl", hash = "sha256:e3fe4ac4b851c468cc8363d500db52c2ead036020723024a109d37346efaa761"}, + {file = "h11-0.14.0.tar.gz", hash = "sha256:8f19fbbe99e72420ff35c00b27a34cb9937e902a8b810e2c88300c6f0a3b699d"}, +] + [[package]] name = "honcho-ai" -version = "0.0.1" +version = "0.0.4" description = "Python Client SDK for Honcho" category = "main" optional = false -python-versions = "^3.10" +python-versions = "^3.9" files = [] develop = true [package.dependencies] -requests = "^2.31.0" +httpx = "^0.26.0" [package.source] type = "directory" url = "../../sdk" +[[package]] +name = "httpcore" +version = "1.0.4" +description = "A minimal low-level HTTP client." +category = "main" +optional = false +python-versions = ">=3.8" +files = [ + {file = "httpcore-1.0.4-py3-none-any.whl", hash = "sha256:ac418c1db41bade2ad53ae2f3834a3a0f5ae76b56cf5aa497d2d033384fc7d73"}, + {file = "httpcore-1.0.4.tar.gz", hash = "sha256:cb2839ccfcba0d2d3c1131d3c3e26dfc327326fbe7a5dc0dbfe9f6c9151bb022"}, +] + +[package.dependencies] +certifi = "*" +h11 = ">=0.13,<0.15" + +[package.extras] +asyncio = ["anyio (>=4.0,<5.0)"] +http2 = ["h2 (>=3,<5)"] +socks = ["socksio (>=1.0.0,<2.0.0)"] +trio = ["trio (>=0.22.0,<0.25.0)"] + +[[package]] +name = "httpx" +version = "0.26.0" +description = "The next generation HTTP client." +category = "main" +optional = false +python-versions = ">=3.8" +files = [ + {file = "httpx-0.26.0-py3-none-any.whl", hash = "sha256:8915f5a3627c4d47b73e8202457cb28f1266982d1159bd5779d86a80c0eab1cd"}, + {file = "httpx-0.26.0.tar.gz", hash = "sha256:451b55c30d5185ea6b23c2c793abf9bb237d2a7dfb901ced6ff69ad37ec1dfaf"}, +] + +[package.dependencies] +anyio = "*" +certifi = "*" +httpcore = ">=1.0.0,<2.0.0" +idna = "*" +sniffio = "*" + 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sessions = list(user.get_sessions_generator(location_id, is_active=True, reverse=True)) + sessions = list( + user.get_sessions_generator(location_id, is_active=True, reverse=True) + ) if len(sessions) > 0: session = sessions[0] @@ -86,7 +88,9 @@ async def on_reaction_add(reaction, user): honcho_user = honcho.get_or_create_user(user_id) location_id = str(reaction.message.channel.id) - sessions = list(honcho_user.get_sessions_generator(location_id, is_active=True, reverse=True)) + sessions = list( + honcho_user.get_sessions_generator(location_id, is_active=True, reverse=True) + ) if len(sessions) > 0: session = sessions[0] else: @@ -100,25 +104,29 @@ async def on_reaction_add(reaction, user): user_response = user_responses[0] user_state_storage = dict(honcho_user.metadata) - user_state = list(session.get_metamessages_generator(metamessage_type="user_state", message=user_response, reverse=True))[0].content + user_state = list( + session.get_metamessages_generator( + metamessage_type="user_state", message=user_response, reverse=True + ) + )[0].content examples = user_state_storage[user_state]["examples"] # Check if the reaction is a thumbs up if str(reaction.emoji) == "👍": example = Example( - chat_input=user_response.content, + chat_input=user_response.content, response=ai_response, assessment_dimension=user_state, - label='yes' + label="yes", ).with_inputs("chat_input", "response", "assessment_dimension") examples.append(example.toDict()) # Check if the reaction is a thumbs down elif str(reaction.emoji) == "👎": example = Example( - chat_input=user_response.content, + chat_input=user_response.content, response=ai_response, assessment_dimension=user_state, - label='no' + label="no", ).with_inputs("chat_input", "response", "assessment_dimension") examples.append(example.toDict()) diff --git a/example/discord/honcho-dspy-personas/chain.py b/example/discord/honcho-dspy-personas/chain.py index eede40e..be92c21 100644 --- a/example/discord/honcho-dspy-personas/chain.py +++ b/example/discord/honcho-dspy-personas/chain.py @@ -2,7 +2,11 @@ from typing import List, Union from dotenv import load_dotenv from langchain_openai import ChatOpenAI -from langchain_core.prompts import ChatPromptTemplate, SystemMessagePromptTemplate, load_prompt +from langchain_core.prompts import ( + ChatPromptTemplate, + SystemMessagePromptTemplate, + load_prompt, +) from langchain_core.messages import AIMessage, HumanMessage from honcho import Message @@ -10,84 +14,103 @@ load_dotenv() # langchain prompts -SYSTEM_STATE_COMMENTARY = load_prompt(os.path.join(os.path.dirname(__file__), 'langchain_prompts/state_commentary.yaml')) -SYSTEM_STATE_LABELING = load_prompt(os.path.join(os.path.dirname(__file__), 'langchain_prompts/state_labeling.yaml')) -SYSTEM_STATE_CHECK = load_prompt(os.path.join(os.path.dirname(__file__), 'langchain_prompts/state_check.yaml')) - -# quick utility function to convert messages from honcho to langchain -def langchain_message_converter(messages: List[Message]) -> List[Union[AIMessage, HumanMessage]]: - new_messages = [] - for message in messages: - if message.is_user: - new_messages.append(HumanMessage(content=message.content)) - else: - new_messages.append(AIMessage(content=message.content)) - return new_messages +SYSTEM_STATE_COMMENTARY = load_prompt( + os.path.join(os.path.dirname(__file__), "langchain_prompts/state_commentary.yaml") +) +SYSTEM_STATE_LABELING = load_prompt( + os.path.join(os.path.dirname(__file__), "langchain_prompts/state_labeling.yaml") +) +SYSTEM_STATE_CHECK = load_prompt( + os.path.join(os.path.dirname(__file__), "langchain_prompts/state_check.yaml") +) # convert chat history and user input into a string def format_chat_history(chat_history: List[Message], user_input=None): - messages = [("user: " + message.content if isinstance(message, HumanMessage) else "ai: " + message.content) for message in chat_history] + messages = [ + ( + "user: " + message.content + if isinstance(message, HumanMessage) + else "ai: " + message.content + ) + for message in chat_history + ] if user_input: messages.append(f"user: {user_input}") return "\n".join(messages) - class StateExtractor: """Wrapper class for all the DSPy and LangChain code for user state labeling and pipeline optimization""" - lc_gpt_4: ChatOpenAI = ChatOpenAI(model_name = "gpt-4") - lc_gpt_turbo: ChatOpenAI = ChatOpenAI(model_name = "gpt-3.5-turbo") - system_state_commentary: SystemMessagePromptTemplate = SystemMessagePromptTemplate(prompt=SYSTEM_STATE_COMMENTARY) - system_state_labeling: SystemMessagePromptTemplate = SystemMessagePromptTemplate(prompt=SYSTEM_STATE_LABELING) - system_state_check: SystemMessagePromptTemplate = SystemMessagePromptTemplate(prompt=SYSTEM_STATE_CHECK) + + lc_gpt_4: ChatOpenAI = ChatOpenAI(model_name="gpt-4") + lc_gpt_turbo: ChatOpenAI = ChatOpenAI(model_name="gpt-3.5-turbo") + system_state_commentary: SystemMessagePromptTemplate = SystemMessagePromptTemplate( + prompt=SYSTEM_STATE_COMMENTARY + ) + system_state_labeling: SystemMessagePromptTemplate = SystemMessagePromptTemplate( + prompt=SYSTEM_STATE_LABELING + ) + system_state_check: SystemMessagePromptTemplate = SystemMessagePromptTemplate( + prompt=SYSTEM_STATE_CHECK + ) def __init__(self) -> None: pass @classmethod - async def generate_state_commentary(cls, existing_states: List[str], chat_history: List[Message], input: str) -> str: + async def generate_state_commentary( + cls, existing_states: List[str], chat_history: List[Message], input: str + ) -> str: """Generate a commentary on the current state of the user""" # format existing states existing_states = "\n".join(existing_states) # format prompt - state_commentary = ChatPromptTemplate.from_messages([ - cls.system_state_commentary - ]) + state_commentary = ChatPromptTemplate.from_messages( + [cls.system_state_commentary] + ) # LCEL chain = state_commentary | cls.lc_gpt_4 # inference - response = await chain.ainvoke({ - "chat_history": chat_history, - "user_input": input, - "existing_states": existing_states, - }) + response = await chain.ainvoke( + { + "chat_history": chat_history, + "user_input": input, + "existing_states": existing_states, + } + ) # return output return response.content - + @classmethod - async def generate_state_label(cls, existing_states: List[str], state_commentary: str) -> str: + async def generate_state_label( + cls, existing_states: List[str], state_commentary: str + ) -> str: """Generate a state label from a commetary on the user's state""" # format existing states existing_states = "\n".join(existing_states) # format prompt - state_labeling = ChatPromptTemplate.from_messages([ - cls.system_state_labeling, - ]) + state_labeling = ChatPromptTemplate.from_messages( + [ + cls.system_state_labeling, + ] + ) # LCEL chain = state_labeling | cls.lc_gpt_4 # inference - response = await chain.ainvoke({ - "state_commentary": state_commentary, - "existing_states": existing_states, - }) + response = await chain.ainvoke( + { + "state_commentary": state_commentary, + "existing_states": existing_states, + } + ) # strip anything that's not letters - clean_response = ''.join(c for c in response.content if c.isalpha()) + clean_response = "".join(c for c in response.content if c.isalpha()) # return output return clean_response - + @classmethod async def check_state_exists(cls, existing_states: List[str], state: str): """Check if a user state is new or already is stored""" @@ -96,32 +119,36 @@ async def check_state_exists(cls, existing_states: List[str], state: str): existing_states = "\n".join(existing_states) # format prompt - state_check = ChatPromptTemplate.from_messages([ - cls.system_state_check - ]) + state_check = ChatPromptTemplate.from_messages([cls.system_state_check]) # LCEL chain = state_check | cls.lc_gpt_turbo # inference - response = await chain.ainvoke({ - "existing_states": existing_states, - "state": state, - }) + response = await chain.ainvoke( + { + "existing_states": existing_states, + "state": state, + } + ) # return output return response.content @classmethod - async def generate_state(cls, existing_states: List[str], chat_history: List[Message], input: str): - """"Determine the user's state from the current conversation state""" + async def generate_state( + cls, existing_states: List[str], chat_history: List[Message], input: str + ): + """ "Determine the user's state from the current conversation state""" # Generate label - state_commentary = await cls.generate_state_commentary(existing_states, chat_history, input) + state_commentary = await cls.generate_state_commentary( + existing_states, chat_history, input + ) state_label = await cls.generate_state_label(existing_states, state_commentary) # Determine if state is new # if True, it doesn't exist, state is new # if False, it does exist, state is not new, existing_state was returned existing_state = await cls.check_state_exists(existing_states, state_label) - is_state_new = existing_state == "None" + is_state_new = existing_state == "None" # return existing state if we found one if is_state_new: diff --git a/example/discord/honcho-fact-memory/bot.py b/example/discord/honcho-fact-memory/bot.py index a72e54a..aca2650 100644 --- a/example/discord/honcho-fact-memory/bot.py +++ b/example/discord/honcho-fact-memory/bot.py @@ -2,7 +2,8 @@ from uuid import uuid1 import discord from honcho import Honcho -from chain import langchain_message_converter, LMChain +from honcho.ext.langchain import langchain_message_converter +from chain import LMChain intents = discord.Intents.default() diff --git a/example/discord/honcho-fact-memory/chain.py b/example/discord/honcho-fact-memory/chain.py index a2b828b..0c528e1 100644 --- a/example/discord/honcho-fact-memory/chain.py +++ b/example/discord/honcho-fact-memory/chain.py @@ -2,7 +2,11 @@ from typing import List from dotenv import load_dotenv from langchain_openai import ChatOpenAI -from langchain_core.prompts import ChatPromptTemplate, SystemMessagePromptTemplate, load_prompt +from langchain_core.prompts import ( + ChatPromptTemplate, + SystemMessagePromptTemplate, + load_prompt, +) from langchain_core.output_parsers import NumberedListOutputParser from langchain_core.messages import AIMessage, HumanMessage @@ -10,30 +14,37 @@ load_dotenv() -SYSTEM_DERIVE_FACTS = load_prompt(os.path.join(os.path.dirname(__file__), 'prompts/core/derive_facts.yaml')) -SYSTEM_INTROSPECTION = load_prompt(os.path.join(os.path.dirname(__file__), 'prompts/core/introspection.yaml')) -SYSTEM_RESPONSE = load_prompt(os.path.join(os.path.dirname(__file__), 'prompts/core/response.yaml')) -SYSTEM_CHECK_DUPS = load_prompt(os.path.join(os.path.dirname(__file__), 'prompts/utils/check_dup_facts.yaml')) - - -def langchain_message_converter(messages: List): - new_messages = [] - for message in messages: - if message.is_user: - new_messages.append(HumanMessage(content=message.content)) - else: - new_messages.append(AIMessage(content=message.content)) - return new_messages +SYSTEM_DERIVE_FACTS = load_prompt( + os.path.join(os.path.dirname(__file__), "prompts/core/derive_facts.yaml") +) +SYSTEM_INTROSPECTION = load_prompt( + os.path.join(os.path.dirname(__file__), "prompts/core/introspection.yaml") +) +SYSTEM_RESPONSE = load_prompt( + os.path.join(os.path.dirname(__file__), "prompts/core/response.yaml") +) +SYSTEM_CHECK_DUPS = load_prompt( + os.path.join(os.path.dirname(__file__), "prompts/utils/check_dup_facts.yaml") +) class LMChain: "Wrapper class for encapsulating the multiple different chains used" + output_parser = NumberedListOutputParser() - llm: ChatOpenAI = ChatOpenAI(model_name = "gpt-3.5-turbo") - system_derive_facts: SystemMessagePromptTemplate = SystemMessagePromptTemplate(prompt=SYSTEM_DERIVE_FACTS) - system_introspection: SystemMessagePromptTemplate = SystemMessagePromptTemplate(prompt=SYSTEM_INTROSPECTION) - system_response: SystemMessagePromptTemplate = SystemMessagePromptTemplate(prompt=SYSTEM_RESPONSE) - system_check_dups: SystemMessagePromptTemplate = SystemMessagePromptTemplate(prompt=SYSTEM_CHECK_DUPS) + llm: ChatOpenAI = ChatOpenAI(model_name="gpt-3.5-turbo") + system_derive_facts: SystemMessagePromptTemplate = SystemMessagePromptTemplate( + prompt=SYSTEM_DERIVE_FACTS + ) + system_introspection: SystemMessagePromptTemplate = SystemMessagePromptTemplate( + prompt=SYSTEM_INTROSPECTION + ) + system_response: SystemMessagePromptTemplate = SystemMessagePromptTemplate( + prompt=SYSTEM_RESPONSE + ) + system_check_dups: SystemMessagePromptTemplate = SystemMessagePromptTemplate( + prompt=SYSTEM_CHECK_DUPS + ) def __init__(self) -> None: pass @@ -43,18 +54,25 @@ async def derive_facts(cls, chat_history: List, input: str): """Derive facts from the user input""" # format prompt - fact_derivation = ChatPromptTemplate.from_messages([ - cls.system_derive_facts - ]) + fact_derivation = ChatPromptTemplate.from_messages([cls.system_derive_facts]) # LCEL chain = fact_derivation | cls.llm - + # inference - response = await chain.ainvoke({ - "chat_history": [("user: " + message.content if isinstance(message, HumanMessage) else "ai: " + message.content) for message in chat_history], - "user_input": input - }) + response = await chain.ainvoke( + { + "chat_history": [ + ( + "user: " + message.content + if isinstance(message, HumanMessage) + else "ai: " + message.content + ) + for message in chat_history + ], + "user_input": input, + } + ) # parse output facts = cls.output_parser.parse(response.content) @@ -62,28 +80,31 @@ async def derive_facts(cls, chat_history: List, input: str): print(f"DERIVED FACTS: {facts}") return facts - + @classmethod - async def check_dups(cls, user_message: Message, session: Session, collection: Collection, facts: List): + async def check_dups( + cls, + user_message: Message, + session: Session, + collection: Collection, + facts: List, + ): """Check that we're not storing duplicate facts""" # format prompt - check_duplication = ChatPromptTemplate.from_messages([ - cls.system_check_dups - ]) + check_duplication = ChatPromptTemplate.from_messages([cls.system_check_dups]) query = " ".join(facts) - result = collection.query(query=query, top_k=10) + result = collection.query(query=query, top_k=10) existing_facts = [document.content for document in result] # LCEL chain = check_duplication | cls.llm # inference - response = await chain.ainvoke({ - "existing_facts": existing_facts, - "facts": facts - }) + response = await chain.ainvoke( + {"existing_facts": existing_facts, "facts": facts} + ) # parse output new_facts = cls.output_parser.parse(response.content) @@ -96,28 +117,30 @@ async def check_dups(cls, user_message: Message, session: Session, collection: C # add facts as metamessages for fact in new_facts: - session.create_metamessage(message=user_message, metamessage_type="fact", content=fact) + session.create_metamessage( + message=user_message, metamessage_type="fact", content=fact + ) return - @classmethod - async def introspect(cls, user_message: Message, session: Session, chat_history: List, input:str): + async def introspect( + cls, user_message: Message, session: Session, chat_history: List, input: str + ): """Generate questions about the user to use as retrieval over the fact store""" # format prompt - introspection_prompt = ChatPromptTemplate.from_messages([ - cls.system_introspection - ]) + introspection_prompt = ChatPromptTemplate.from_messages( + [cls.system_introspection] + ) # LCEL chain = introspection_prompt | cls.llm # inference - response = await chain.ainvoke({ - "chat_history": chat_history, - "user_input": input - }) + response = await chain.ainvoke( + {"chat_history": chat_history, "user_input": input} + ) # parse output questions = cls.output_parser.parse(response.content) @@ -126,21 +149,22 @@ async def introspect(cls, user_message: Message, session: Session, chat_history: # write questions as metamessages for question in questions: - session.create_metamessage(message=user_message, metamessage_type="introspect", content=question) + session.create_metamessage( + message=user_message, metamessage_type="introspect", content=question + ) return questions - @classmethod - async def respond(cls, collection: Collection, chat_history: List, questions: List, input: str): + async def respond( + cls, collection: Collection, chat_history: List, questions: List, input: str + ): """Take the facts and chat history and generate a personalized response""" # format prompt - response_prompt = ChatPromptTemplate.from_messages([ - cls.system_response, - *chat_history, - HumanMessage(content=input) - ]) + response_prompt = ChatPromptTemplate.from_messages( + [cls.system_response, *chat_history, HumanMessage(content=input)] + ) retrieved_facts = collection.query(query=questions, top_k=10) retrieved_facts_content = [document.content for document in retrieved_facts] @@ -149,18 +173,29 @@ async def respond(cls, collection: Collection, chat_history: List, questions: Li chain = response_prompt | cls.llm # inference - response = await chain.ainvoke({ - "facts": retrieved_facts_content, - }) + response = await chain.ainvoke( + { + "facts": retrieved_facts_content, + } + ) return response.content - + @classmethod - async def chat(cls, chat_history: List, user_message: Message, session: Session, collection: Collection, input: str): + async def chat( + cls, + chat_history: List, + user_message: Message, + session: Session, + collection: Collection, + input: str, + ): """Chat with the model""" facts = await cls.derive_facts(chat_history, input) - await cls.check_dups(user_message, session, collection, facts) if facts is not None else None + await cls.check_dups( + user_message, session, collection, facts + ) if facts is not None else None # introspect questions = await cls.introspect(user_message, session, chat_history, input) @@ -169,7 +204,3 @@ async def chat(cls, chat_history: List, user_message: Message, session: Session, response = await cls.respond(collection, chat_history, questions, input) return response - - - - diff --git a/example/discord/simple-roast-bot/main.py b/example/discord/simple-roast-bot/main.py index 0f59931..2a7a4b2 100644 --- a/example/discord/simple-roast-bot/main.py +++ b/example/discord/simple-roast-bot/main.py @@ -11,6 +11,7 @@ from langchain_core.messages import AIMessage, HumanMessage from honcho import Honcho +from honcho.ext.langchain import langchain_message_converter load_dotenv() @@ -43,16 +44,6 @@ chain = prompt | model | output_parser -def langchain_message_converter(messages: List): - new_messages = [] - for message in messages: - if message.is_user: - new_messages.append(HumanMessage(content=message.content)) - else: - new_messages.append(AIMessage(content=message.content)) - return new_messages - - @bot.event async def on_ready(): print(f"We have logged in as {bot.user}") diff --git a/scripts/syncronizer.py b/scripts/syncronizer.py old mode 100644 new mode 100755 index 0630b8f..0740bb4 --- a/scripts/syncronizer.py +++ b/scripts/syncronizer.py @@ -1,3 +1,5 @@ +#!/usr/bin/env python + import os import re diff --git a/sdk/CHANGELOG.md b/sdk/CHANGELOG.md index ace34de..112e65b 100644 --- a/sdk/CHANGELOG.md +++ b/sdk/CHANGELOG.md @@ -5,6 +5,21 @@ All notable changes to this project will be documented in this file. The format is based on [Keep a Changelog](http://keepachangelog.com/) and this project adheres to [Semantic Versioning](http://semver.org/). +## [0.0.5] — 2024-03-14 + +### Added + +* Metadata to all data primitives (Users, Sessions, Messages, etc.) +* Ability to filter paginated GET requests by JSON filter based on metadata +* Dialectic API to interact with honcho agent and get insights about users +* Code Coverage Tests +* Autogenerated Sphinx Documentation for Honcho Client SDK +* Built-in Langchain message converter + +### Fixed + +* URL encoding all GET requests in honcho client + ## [0.0.4] — 2024-02-22 ### Added diff --git a/sdk/README.md b/sdk/README.md index ee1ca2c..61f64dd 100644 --- a/sdk/README.md +++ b/sdk/README.md @@ -5,7 +5,8 @@ applications. Read about the motivation of this project [here](https://blog.plasticlabs.ai). -Read the full documentation of this project [here](https://docs.honcho.dev) +Read the full documentation of this project [here](https://docs.honcho.dev) and +find the SDK reference [here](https://api.python.honcho.dev) ## Installation diff --git a/sdk/docs/Makefile b/sdk/docs/Makefile new file mode 100644 index 0000000..672ce2e --- /dev/null +++ b/sdk/docs/Makefile @@ -0,0 +1,20 @@ +# Minimal makefile for Sphinx documentation +# + +# You can set these variables from the command line, and also +# from the environment for the first two. +SPHINXOPTS ?= +SPHINXBUILD ?= poetry run sphinx-build +SOURCEDIR = . +BUILDDIR = _build + +# Put it first so that "make" without argument is like "make help". +help: + @$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O) + +.PHONY: help Makefile + +# Catch-all target: route all unknown targets to Sphinx using the new +# "make mode" option. $(O) is meant as a shortcut for $(SPHINXOPTS). +%: Makefile + @$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O) diff --git a/sdk/docs/conf.py b/sdk/docs/conf.py new file mode 100644 index 0000000..3798508 --- /dev/null +++ b/sdk/docs/conf.py @@ -0,0 +1,41 @@ +# Configuration file for the Sphinx documentation builder. +# +# For the full list of built-in configuration values, see the documentation: +# https://www.sphinx-doc.org/en/master/usage/configuration.html + +# -- Project information ----------------------------------------------------- +# https://www.sphinx-doc.org/en/master/usage/configuration.html#project-information +import os +import sys + +project = "Honcho" +copyright = "2024, Plastic Labs" +author = "Plastic Labs" + + +sys.path.insert( + 0, os.path.abspath(os.path.join(os.path.dirname(__file__), "../honcho")) +) + +# -- General configuration --------------------------------------------------- +# https://www.sphinx-doc.org/en/master/usage/configuration.html#general-configuration + +extensions = [ + "sphinx.ext.autodoc", + "sphinx.ext.napoleon", + "sphinx.ext.viewcode", +] +autodoc_member_order = "bysource" + +autosummary_generate = True + +templates_path = ["_templates"] +exclude_patterns = ["_build", "Thumbs.db", ".DS_Store"] +viewcode_import = "import honcho" + + +# -- Options for HTML output ------------------------------------------------- +# https://www.sphinx-doc.org/en/master/usage/configuration.html#options-for-html-output + +html_theme = "furo" +html_static_path = ["_static"] diff --git a/sdk/docs/index.rst b/sdk/docs/index.rst new file mode 100644 index 0000000..70458a3 --- /dev/null +++ b/sdk/docs/index.rst @@ -0,0 +1,33 @@ +.. Honcho documentation master file, created by + sphinx-quickstart on Wed Mar 13 11:35:31 2024. + You can adapt this file completely to your liking, but it should at least + contain the root `toctree` directive. + +Welcome to Honcho's documentation! +================================== + +.. .. automodule:: honcho.client +.. :members: + +.. .. automodule:: honcho.sync_client +.. :members: + +.. .. automodule:: honcho.ext.langchain +.. :members: + +.. .. autosummary:: +.. :toctree: _autosummary +.. :recursive: + +.. toctree:: + :maxdepth: 3 + :caption: Contents: + + source/modules + +Indices and tables +================== + +* :ref:`genindex` +* :ref:`modindex` +* :ref:`search` diff --git a/sdk/docs/make.bat b/sdk/docs/make.bat new file mode 100644 index 0000000..32bb245 --- /dev/null +++ b/sdk/docs/make.bat @@ -0,0 +1,35 @@ +@ECHO OFF + +pushd %~dp0 + +REM Command file for Sphinx documentation + +if "%SPHINXBUILD%" == "" ( + set SPHINXBUILD=sphinx-build +) +set SOURCEDIR=. +set BUILDDIR=_build + +%SPHINXBUILD% >NUL 2>NUL +if errorlevel 9009 ( + echo. + echo.The 'sphinx-build' command was not found. Make sure you have Sphinx + echo.installed, then set the SPHINXBUILD environment variable to point + echo.to the full path of the 'sphinx-build' executable. Alternatively you + echo.may add the Sphinx directory to PATH. + echo. + echo.If you don't have Sphinx installed, grab it from + echo.https://www.sphinx-doc.org/ + exit /b 1 +) + +if "%1" == "" goto help + +%SPHINXBUILD% -M %1 %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O% +goto end + +:help +%SPHINXBUILD% -M help %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O% + +:end +popd diff --git a/sdk/docs/source/honcho.ext.rst b/sdk/docs/source/honcho.ext.rst new file mode 100644 index 0000000..44831b9 --- /dev/null +++ b/sdk/docs/source/honcho.ext.rst @@ -0,0 +1,21 @@ +honcho.ext package +================== + +Submodules +---------- + +honcho.ext.langchain module +--------------------------- + +.. automodule:: honcho.ext.langchain + :members: + :undoc-members: + :show-inheritance: + +Module contents +--------------- + +.. automodule:: honcho.ext + :members: + :undoc-members: + :show-inheritance: diff --git a/sdk/docs/source/honcho.rst b/sdk/docs/source/honcho.rst new file mode 100644 index 0000000..517ea98 --- /dev/null +++ b/sdk/docs/source/honcho.rst @@ -0,0 +1,53 @@ +honcho package +============== + +Subpackages +----------- + +.. toctree:: + :maxdepth: 4 + + honcho.ext + +Submodules +---------- + +honcho.cache module +------------------- + +.. automodule:: honcho.cache + :members: + :undoc-members: + :show-inheritance: + +honcho.client module +-------------------- + +.. automodule:: honcho.client + :members: + :undoc-members: + :show-inheritance: + +honcho.schemas module +--------------------- + +.. automodule:: honcho.schemas + :members: + :undoc-members: + :show-inheritance: + +honcho.sync\_client module +-------------------------- + +.. automodule:: honcho.sync_client + :members: + :undoc-members: + :show-inheritance: + +Module contents +--------------- + +.. automodule:: honcho + :members: + :undoc-members: + :show-inheritance: diff --git a/sdk/docs/source/modules.rst b/sdk/docs/source/modules.rst new file mode 100644 index 0000000..640054b --- /dev/null +++ b/sdk/docs/source/modules.rst @@ -0,0 +1,7 @@ +honcho +====== + +.. toctree:: + :maxdepth: 4 + + honcho diff --git a/sdk/honcho/client.py b/sdk/honcho/client.py index 2d25ee0..b35ec1e 100644 --- a/sdk/honcho/client.py +++ b/sdk/honcho/client.py @@ -1,6 +1,7 @@ from __future__ import annotations import datetime +import json import uuid from typing import Optional @@ -32,7 +33,13 @@ async def next(self): class AsyncGetUserPage(AsyncGetPage): """Paginated Results for Get User Requests""" - def __init__(self, response: dict, honcho: AsyncHoncho, reverse: bool): + def __init__( + self, + response: dict, + honcho: AsyncHoncho, + filter: Optional[dict], + reverse: bool, + ): """Constructor for Page Result from User Get Request Args: @@ -42,6 +49,7 @@ def __init__(self, response: dict, honcho: AsyncHoncho, reverse: bool): """ super().__init__(response) self.honcho = honcho + self.filter = filter self.reverse = reverse self.items = [ AsyncUser( @@ -57,7 +65,10 @@ async def next(self): if self.page >= self.pages: return None return await self.honcho.get_users( - page=(self.page + 1), page_size=self.page_size, reverse=self.reverse + filter=self.filter, + page=(self.page + 1), + page_size=self.page_size, + reverse=self.reverse, ) @@ -70,6 +81,7 @@ def __init__( user: AsyncUser, reverse: bool, location_id: Optional[str], + filter: Optional[dict], is_active: bool, ): """Constructor for Page Result from Session Get Request @@ -85,6 +97,7 @@ def __init__( self.location_id = location_id self.reverse = reverse self.is_active = is_active + self.filter = filter self.items = [ AsyncSession( user=user, @@ -99,14 +112,15 @@ def __init__( async def next(self): """Get the next page of results + Returns: - AsyncGetSessionPage | None: Next Page of Results or None if there - are no more sessions to retreive from a query + AsyncGetSessionPage | None: Next Page of Results or None if there are no more sessions to retreive from a query """ if self.page >= self.pages: return None return await self.user.get_sessions( location_id=self.location_id, + filter=self.filter, page=(self.page + 1), page_size=self.page_size, reverse=self.reverse, @@ -117,7 +131,13 @@ async def next(self): class AsyncGetMessagePage(AsyncGetPage): """Paginated Results for Get Session Requests""" - def __init__(self, response: dict, session: AsyncSession, reverse: bool): + def __init__( + self, + response: dict, + session: AsyncSession, + filter: Optional[dict], + reverse: bool, + ): """Constructor for Page Result from Session Get Request Args: @@ -127,6 +147,7 @@ def __init__(self, response: dict, session: AsyncSession, reverse: bool): """ super().__init__(response) self.session = session + self.filter = filter self.reverse = reverse self.items = [ Message( @@ -134,6 +155,7 @@ def __init__(self, response: dict, session: AsyncSession, reverse: bool): id=message["id"], is_user=message["is_user"], content=message["content"], + metadata=message["metadata"], created_at=message["created_at"], ) for message in response["items"] @@ -141,6 +163,7 @@ def __init__(self, response: dict, session: AsyncSession, reverse: bool): async def next(self): """Get the next page of results + Returns: AsyncGetMessagePage | None: Next Page of Results or None if there are no more messages to retreive from a query @@ -148,7 +171,7 @@ async def next(self): if self.page >= self.pages: return None return await self.session.get_messages( - (self.page + 1), self.page_size, self.reverse + self.filter, (self.page + 1), self.page_size, self.reverse ) @@ -157,6 +180,7 @@ def __init__( self, response: dict, session, + filter: Optional[dict], reverse: bool, message_id: Optional[uuid.UUID], metamessage_type: Optional[str], @@ -175,11 +199,13 @@ def __init__( self.session = session self.message_id = message_id self.metamessage_type = metamessage_type + self.filter = filter self.reverse = reverse self.items = [ Metamessage( id=metamessage["id"], message_id=metamessage["message_id"], + metadata=metamessage["metadata"], metamessage_type=metamessage["metamessage_type"], content=metamessage["content"], created_at=metamessage["created_at"], @@ -189,6 +215,7 @@ def __init__( async def next(self): """Get the next page of results + Returns: AsyncGetMetamessagePage | None: Next Page of Results or None if there are no more metamessages to retreive from a query @@ -197,6 +224,7 @@ async def next(self): return None return await self.session.get_metamessages( metamessage_type=self.metamessage_type, + filter=self.filter, message=self.message_id, page=(self.page + 1), page_size=self.page_size, @@ -207,7 +235,9 @@ async def next(self): class AsyncGetDocumentPage(AsyncGetPage): """Paginated results for Get Document requests""" - def __init__(self, response: dict, collection, reverse: bool) -> None: + def __init__( + self, response: dict, collection, filter: Optional[dict], reverse: bool + ) -> None: """Constructor for Page Result from Document Get Request Args: @@ -218,6 +248,7 @@ def __init__(self, response: dict, collection, reverse: bool) -> None: """ super().__init__(response) self.collection = collection + self.filter = filter self.reverse = reverse self.items = [ Document( @@ -232,6 +263,7 @@ def __init__(self, response: dict, collection, reverse: bool) -> None: async def next(self): """Get the next page of results + Returns: AsyncGetDocumentPage | None: Next Page of Results or None if there are no more sessions to retreive from a query @@ -239,14 +271,19 @@ async def next(self): if self.page >= self.pages: return None return await self.collection.get_documents( - page=self.page + 1, page_size=self.page_size, reverse=self.reverse + filter=self.filter, + page=self.page + 1, + page_size=self.page_size, + reverse=self.reverse, ) class AsyncGetCollectionPage(AsyncGetPage): """Paginated results for Get Collection requests""" - def __init__(self, response: dict, user: AsyncUser, reverse: bool): + def __init__( + self, response: dict, user: AsyncUser, filter: Optional[dict], reverse: bool + ): """Constructor for page result from Get Collection Request Args: @@ -256,12 +293,14 @@ def __init__(self, response: dict, user: AsyncUser, reverse: bool): """ super().__init__(response) self.user = user + self.filter = filter self.reverse = reverse self.items = [ AsyncCollection( user=user, id=collection["id"], name=collection["name"], + metadata=collection["metadata"], created_at=collection["created_at"], ) for collection in response["items"] @@ -269,6 +308,7 @@ def __init__(self, response: dict, user: AsyncUser, reverse: bool): async def next(self): """Get the next page of results + Returns: AsyncGetCollectionPage | None: Next Page of Results or None if there are no more sessions to retreive from a query @@ -276,6 +316,7 @@ async def next(self): if self.page >= self.pages: return None return await self.user.get_collections( + filter=self.filter, page=self.page + 1, page_size=self.page_size, reverse=self.reverse, @@ -390,7 +431,11 @@ async def get_or_create_user(self, name: str): ) async def get_users( - self, page: int = 1, page_size: int = 50, reverse: bool = False + self, + filter: Optional[dict] = None, + page: int = 1, + page_size: int = 50, + reverse: bool = False, ): """Get Paginated list of users @@ -402,14 +447,24 @@ async def get_users( Returns: AsyncGetUserPage: Paginated list of users """ - url = f"{self.base_url}/users?page={page}&size={page_size}&reverse={reverse}" - response = await self.client.get(url) + # url = f"{self.base_url}/users?page={page}&size={page_size}&reverse={reverse}" + url = f"{self.base_url}/users" + params = { + "page": page, + "size": page_size, + "reverse": reverse, + } + if filter is not None: + json_filter = json.dumps(filter) + params["filter"] = json_filter + response = await self.client.get(url, params=params) response.raise_for_status() data = response.json() - return AsyncGetUserPage(data, self, reverse) + return AsyncGetUserPage(data, self, filter, reverse) async def get_users_generator( self, + filter: Optional[dict] = None, reverse: bool = False, ): """Shortcut Generator for get_users. Generator to iterate through @@ -424,7 +479,7 @@ async def get_users_generator( """ page = 1 page_size = 50 - get_user_response = await self.get_users(page, page_size, reverse) + get_user_response = await self.get_users(filter, page, page_size, reverse) while True: for session in get_user_response.items: yield session @@ -523,6 +578,7 @@ async def get_session(self, session_id: uuid.UUID): async def get_sessions( self, location_id: Optional[str] = None, + filter: Optional[dict] = None, page: int = 1, page_size: int = 50, reverse: bool = False, @@ -542,20 +598,33 @@ async def get_sessions( AsyncGetSessionPage: Page or results for get_sessions query """ - url = ( - f"{self.base_url}/sessions?page={page}&size={page_size}&reverse={reverse}&is_active={is_active}" - + (f"&location_id={location_id}" if location_id else "") - ) - response = await self.honcho.client.get(url) + # url = ( + # f"{self.base_url}/sessions?page={page}&size={page_size}&reverse={reverse}&is_active={is_active}" + # + (f"&location_id={location_id}" if location_id else "") + # ) + url = f"{self.base_url}/sessions" + params = { + "page": page, + "size": page_size, + "reverse": reverse, + "is_active": is_active, + } + if location_id: + params["location_id"] = location_id + if filter is not None: + json_filter = json.dumps(filter) + params["filter"] = json_filter + response = await self.honcho.client.get(url, params=params) response.raise_for_status() data = response.json() - return AsyncGetSessionPage(data, self, reverse, location_id, is_active) + return AsyncGetSessionPage(data, self, reverse, location_id, filter, is_active) async def get_sessions_generator( self, location_id: Optional[str] = None, reverse: bool = False, is_active: bool = False, + filter: Optional[dict] = None, ): """Shortcut Generator for get_sessions. Generator to iterate through all sessions for a user in an app @@ -573,7 +642,7 @@ async def get_sessions_generator( page = 1 page_size = 50 get_session_response = await self.get_sessions( - location_id, page, page_size, reverse, is_active + location_id, filter, page, page_size, reverse, is_active ) while True: for session in get_session_response.items: @@ -618,6 +687,7 @@ async def create_session( async def create_collection( self, name: str, + metadata: Optional[dict] = None, ): """Create a collection for a user @@ -628,7 +698,9 @@ async def create_collection( AsyncCollection: The Collection object of the new Collection """ - data = {"name": name} + if metadata is None: + metadata = {} + data = {"name": name, "metadata": metadata} url = f"{self.base_url}/collections" response = await self.honcho.client.post(url, json=data) response.raise_for_status() @@ -637,6 +709,7 @@ async def create_collection( self, id=data["id"], name=name, + metadata=metadata, created_at=data["created_at"], ) @@ -658,11 +731,16 @@ async def get_collection(self, name: str): user=self, id=data["id"], name=data["name"], + metadata=data["metadata"], created_at=data["created_at"], ) async def get_collections( - self, page: int = 1, page_size: int = 50, reverse: bool = False + self, + filter: Optional[dict] = None, + page: int = 1, + page_size: int = 50, + reverse: bool = False, ): """Return collections associated with a user paginated @@ -675,13 +753,24 @@ async def get_collections( AsyncGetCollectionPage: Page or results for get_collections query """ - url = f"{self.base_url}/collections?page={page}&size={page_size}&reverse={reverse}" # noqa: E501 - response = await self.honcho.client.get(url) + # url = f"{self.base_url}/collections?page={page}&size={page_size}&reverse={reverse}" # noqa: E501 + url = f"{self.base_url}/collections" + params = { + "page": page, + "size": page_size, + "reverse": reverse, + } + if filter is not None: + json_filter = json.dumps(filter) + params["filter"] = json_filter + response = await self.honcho.client.get(url, params=params) response.raise_for_status() data = response.json() - return AsyncGetCollectionPage(data, self, reverse) + return AsyncGetCollectionPage(data, self, filter, reverse) - async def get_collections_generator(self, reverse: bool = False): + async def get_collections_generator( + self, filter: Optional[dict] = None, reverse: bool = False + ): """Shortcut Generator for get_sessions. Generator to iterate through all sessions for a user in an app @@ -694,7 +783,9 @@ async def get_collections_generator(self, reverse: bool = False): """ page = 1 page_size = 50 - get_collection_response = await self.get_collections(page, page_size, reverse) + get_collection_response = await self.get_collections( + filter, page, page_size, reverse + ) while True: for collection in get_collection_response.items: yield collection @@ -740,7 +831,9 @@ def is_active(self): """Returns whether the session is active - made property to prevent tampering""" return self._is_active - async def create_message(self, is_user: bool, content: str): + async def create_message( + self, is_user: bool, content: str, metadata: Optional[dict] = None + ): """Adds a message to the session Args: @@ -753,7 +846,9 @@ async def create_message(self, is_user: bool, content: str): """ if not self.is_active: raise Exception("Session is inactive") - data = {"is_user": is_user, "content": content} + if metadata is None: + metadata = {} + data = {"is_user": is_user, "content": content, "metadata": metadata} url = f"{self.base_url}/messages" response = await self.user.honcho.client.post(url, json=data) response.raise_for_status() @@ -763,6 +858,7 @@ async def create_message(self, is_user: bool, content: str): id=data["id"], is_user=is_user, content=content, + metadata=metadata, created_at=data["created_at"], ) @@ -785,11 +881,16 @@ async def get_message(self, message_id: uuid.UUID) -> Message: id=data["id"], is_user=data["is_user"], content=data["content"], + metadata=data["metadata"], created_at=data["created_at"], ) async def get_messages( - self, page: int = 1, page_size: int = 50, reverse: bool = False + self, + filter: Optional[dict] = None, + page: int = 1, + page_size: int = 50, + reverse: bool = False, ) -> AsyncGetMessagePage: """Get all messages for a session @@ -802,13 +903,23 @@ async def get_messages( AsyncGetMessagePage: Page of Message objects """ - url = f"{self.base_url}/messages?page={page}&size={page_size}&reverse={reverse}" # noqa: E501 - response = await self.user.honcho.client.get(url) + url = f"{self.base_url}/messages" + params = { + "page": page, + "size": page_size, + "reverse": reverse, + } + if filter is not None: + json_filter = json.dumps(filter) + params["filter"] = json_filter + response = await self.user.honcho.client.get(url, params=params) response.raise_for_status() data = response.json() - return AsyncGetMessagePage(data, self, reverse) + return AsyncGetMessagePage(data, self, filter, reverse) - async def get_messages_generator(self, reverse: bool = False): + async def get_messages_generator( + self, filter: Optional[dict] = None, reverse: bool = False + ): """Shortcut Generator for get_messages. Generator to iterate through all messages for a session in an app @@ -818,7 +929,7 @@ async def get_messages_generator(self, reverse: bool = False): """ page = 1 page_size = 50 - get_messages_page = await self.get_messages(page, page_size, reverse) + get_messages_page = await self.get_messages(filter, page, page_size, reverse) while True: for message in get_messages_page.items: yield message @@ -830,7 +941,11 @@ async def get_messages_generator(self, reverse: bool = False): get_messages_page = new_messages async def create_metamessage( - self, message: Message, metamessage_type: str, content: str + self, + message: Message, + metamessage_type: str, + content: str, + metadata: Optional[dict] = None, ): """Adds a metamessage to a session and links it to a specific message @@ -845,10 +960,13 @@ async def create_metamessage( """ if not self.is_active: raise Exception("Session is inactive") + if metadata is None: + metadata = {} data = { "metamessage_type": metamessage_type, "content": content, "message_id": message.id, + "metadata": metadata, } url = f"{self.base_url}/metamessages" response = await self.user.honcho.client.post(url, json=data) @@ -859,6 +977,7 @@ async def create_metamessage( message_id=message.id, metamessage_type=metamessage_type, content=content, + metadata=metadata, created_at=data["created_at"], ) @@ -881,6 +1000,7 @@ async def get_metamessage(self, metamessage_id: uuid.UUID) -> Metamessage: message_id=data["message_id"], metamessage_type=data["metamessage_type"], content=data["content"], + metadata=data["metadata"], created_at=data["created_at"], ) @@ -888,6 +1008,7 @@ async def get_metamessages( self, metamessage_type: Optional[str] = None, message: Optional[Message] = None, + filter: Optional[dict] = None, page: int = 1, page_size: int = 50, reverse: bool = False, @@ -905,23 +1026,35 @@ async def get_metamessages( list[dict]: List of Message objects """ - url = f"{self.base_url}/metamessages?page={page}&size={page_size}&reverse={reverse}" # noqa: E501 + # url = f"{self.base_url}/metamessages?page={page}&size={page_size}&reverse={reverse}" # noqa: E501 + url = f"{self.base_url}/metamessages" + params = { + "page": page, + "size": page_size, + "reverse": reverse, + } if metamessage_type: - url += f"&metamessage_type={metamessage_type}" + # url += f"&metamessage_type={metamessage_type}" + params["metamessage_type"] = metamessage_type if message: - url += f"&message_id={message.id}" - response = await self.user.honcho.client.get(url) + # url += f"&message_id={message.id}" + params["message_id"] = message.id + if filter is not None: + json_metadata = json.dumps(filter) + params["filter"] = json_metadata + response = await self.user.honcho.client.get(url, params=params) response.raise_for_status() data = response.json() message_id = message.id if message else None return AsyncGetMetamessagePage( - data, self, reverse, message_id, metamessage_type + data, self, filter, reverse, message_id, metamessage_type ) async def get_metamessages_generator( self, metamessage_type: Optional[str] = None, message: Optional[Message] = None, + filter: Optional[dict] = None, reverse: bool = False, ): """Shortcut Generator for get_metamessages. Generator to iterate @@ -940,6 +1073,7 @@ async def get_metamessages_generator( get_metamessages_page = await self.get_metamessages( metamessage_type=metamessage_type, message=message, + filter=filter, page=page, page_size=page_size, reverse=reverse, @@ -970,6 +1104,50 @@ async def update(self, metadata: dict): self.metadata = metadata return success + async def update_message(self, message: Message, metadata: dict): + """Update the metadata of a message + + Args: + message (Message): The message to update + metadata (dict): The new metadata for the message + + Returns: + boolean: Whether the message was successfully updated + """ + info = {"metadata": metadata} + url = f"{self.base_url}/messages/{message.id}" + response = await self.user.honcho.client.put(url, json=info) + success = response.status_code < 400 + message.metadata = metadata + return success + + async def update_metamessage( + self, + metamessage: Metamessage, + metamessage_type: Optional[str], + metadata: Optional[dict], + ): + """Update the metadata of a metamessage + + Args: + metamessage (Metamessage): The metamessage to update + metadata (dict): The new metadata for the metamessage + + Returns: + boolean: Whether the metamessage was successfully updated + """ + if metadata is None and metamessage_type is None: + raise ValueError("metadata and metamessage_type cannot both be None") + info = {"metamessage_type": metamessage_type, "metadata": metadata} + url = f"{self.base_url}/metamessages/{metamessage.id}" + response = await self.user.honcho.client.put(url, json=info) + success = response.status_code < 400 + if metamessage_type is not None: + metamessage.metamessage_type = metamessage_type + if metadata is not None: + metamessage.metadata = metadata + return success + async def close(self): """Closes a session by marking it as inactive""" url = f"{self.base_url}" @@ -977,6 +1155,14 @@ async def close(self): response.raise_for_status() self._is_active = False + async def chat(self, query) -> str: + url = f"{self.base_url}/chat" + params = {"query": query} + response = await self.user.honcho.client.get(url, params=params) + response.raise_for_status() + data = response.json() + return data["content"] + class AsyncCollection: """Represents a single collection for a user in an app""" @@ -986,12 +1172,14 @@ def __init__( user: AsyncUser, id: uuid.UUID, name: str, + metadata: dict, created_at: datetime.datetime, ): """Constructor for Collection""" self.user = user self.id: uuid.UUID = id self.name: str = name + self.metadata: dict = metadata self.created_at: datetime.datetime = created_at @property @@ -1003,7 +1191,7 @@ def __str__(self): """String representation of Collection""" return f"AsyncCollection(id={self.id}, name={self.name}, created_at={self.created_at})" # noqa: E501 - async def update(self, name: str): + async def update(self, name: Optional[str] = None, metadata: Optional[dict] = None): """Update the name of the collection Args: @@ -1012,12 +1200,17 @@ async def update(self, name: str): Returns: boolean: Whether the session was successfully updated """ - info = {"name": name} + if metadata is None and name is None: + raise ValueError("metadata and name cannot both be None") + info = {"name": name, "metadata": metadata} url = f"{self.base_url}" response = await self.user.honcho.client.put(url, json=info) response.raise_for_status() success = response.status_code < 400 - self.name = name + if name is not None: + self.name = name + if metadata is not None: + self.metadata = metadata return success async def delete(self): @@ -1075,7 +1268,11 @@ async def get_document(self, document_id: uuid.UUID) -> Document: ) async def get_documents( - self, page: int = 1, page_size: int = 50, reverse: bool = False + self, + filter: Optional[dict] = None, + page: int = 1, + page_size: int = 50, + reverse: bool = False, ) -> AsyncGetDocumentPage: """Get all documents for a collection @@ -1087,15 +1284,24 @@ async def get_documents( AsyncGetDocumentPage: Page of Document objects """ - url = ( - f"{self.base_url}/documents?page={page}&size={page_size}&reverse={reverse}" # noqa: E501 - ) - response = await self.user.honcho.client.get(url) + # url = f"{self.base_url}/documents?page={page}&size={page_size}&reverse={reverse}" # noqa: E501 + url = f"{self.base_url}/documents" + params = { + "page": page, + "size": page_size, + "reverse": reverse, + } + if filter is not None: + json_filter = json.dumps(filter) + params["filter"] = json_filter + response = await self.user.honcho.client.get(url, params=params) response.raise_for_status() data = response.json() - return AsyncGetDocumentPage(data, self, reverse) + return AsyncGetDocumentPage(data, self, filter, reverse) - async def get_documents_generator(self, reverse: bool = False): + async def get_documents_generator( + self, filter: Optional[dict] = None, reverse: bool = False + ): """Shortcut Generator for get_documents. Generator to iterate through all documents for a collection in an app @@ -1105,7 +1311,7 @@ async def get_documents_generator(self, reverse: bool = False): """ page = 1 page_size = 50 - get_documents_page = await self.get_documents(page, page_size, reverse) + get_documents_page = await self.get_documents(filter, page, page_size, reverse) while True: for document in get_documents_page.items: yield document @@ -1125,8 +1331,10 @@ async def query(self, query: str, top_k: int = 5) -> list[Document]: Returns: List[Document]: The response from the query with matching documents """ - url = f"{self.base_url}/query?query={query}&top_k={top_k}" - response = await self.user.honcho.client.get(url) + # url = f"{self.base_url}/query?query={query}&top_k={top_k}" + url = f"{self.base_url}/query" + params = {"query": query, "top_k": top_k} + response = await self.user.honcho.client.get(url, params=params) response.raise_for_status() data = [ Document( @@ -1141,7 +1349,10 @@ async def query(self, query: str, top_k: int = 5) -> list[Document]: return data async def update_document( - self, document: Document, content: Optional[str], metadata: Optional[dict] + self, + document: Document, + content: Optional[str] = None, + metadata: Optional[dict] = None, ) -> Document: """Update a document in the collection diff --git a/sdk/honcho/ext/__init__.py b/sdk/honcho/ext/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/sdk/honcho/ext/langchain.py b/sdk/honcho/ext/langchain.py new file mode 100644 index 0000000..c84a0be --- /dev/null +++ b/sdk/honcho/ext/langchain.py @@ -0,0 +1,29 @@ +import functools +import importlib +from typing import List + +from honcho.schemas import Message + + +def requires_langchain(func): + @functools.wraps(func) + def wrapper(*args, **kwargs): + if importlib.util.find_spec("langchain") is None: + raise ImportError("Langchain must be installed to use this feature") + # raise RuntimeError("langchain is not installed") + return func(*args, **kwargs) + + return wrapper + + +@requires_langchain +def langchain_message_converter(messages: List[Message]): + from langchain_core.messages import AIMessage, HumanMessage + + new_messages = [] + for message in messages: + if message.is_user: + new_messages.append(HumanMessage(content=message.content)) + else: + new_messages.append(AIMessage(content=message.content)) + return new_messages diff --git a/sdk/honcho/schemas.py b/sdk/honcho/schemas.py index b5f74d2..1a0a2fe 100644 --- a/sdk/honcho/schemas.py +++ b/sdk/honcho/schemas.py @@ -1,32 +1,60 @@ import uuid import datetime + class Message: - def __init__(self, session_id: uuid.UUID, id: uuid.UUID, is_user: bool, content: str, created_at: datetime.datetime): + def __init__( + self, + session_id: uuid.UUID, + id: uuid.UUID, + is_user: bool, + content: str, + metadata: dict, + created_at: datetime.datetime, + ): """Constructor for Message""" self.session_id = session_id self.id = id self.is_user = is_user self.content = content + self.metadata = metadata self.created_at = created_at def __str__(self): return f"Message(id={self.id}, is_user={self.is_user}, content={self.content})" + class Metamessage: - def __init__(self, id: uuid.UUID, message_id: uuid.UUID, metamessage_type: str, content: str, created_at: datetime.datetime): + def __init__( + self, + id: uuid.UUID, + message_id: uuid.UUID, + metamessage_type: str, + content: str, + metadata: dict, + created_at: datetime.datetime, + ): """Constructor for Metamessage""" self.id = id self.message_id = message_id self.metamessage_type = metamessage_type self.content = content + self.metadata = metadata self.created_at = created_at def __str__(self): return f"Metamessage(id={self.id}, message_id={self.message_id}, metamessage_type={self.metamessage_type}, content={self.content})" - + + class Document: - def __init__(self, id: uuid.UUID, collection_id: uuid.UUID, content: str, metadata: dict, created_at: datetime.datetime): + def __init__( + self, + id: uuid.UUID, + collection_id: uuid.UUID, + content: str, + metadata: dict, + created_at: datetime.datetime, + ): """Constructor for Document""" self.collection_id = collection_id self.id = id @@ -36,4 +64,3 @@ def __init__(self, id: uuid.UUID, collection_id: uuid.UUID, content: str, metada def __str__(self) -> str: return f"Document(id={self.id}, metadata={self.metadata}, content={self.content}, created_at={self.created_at})" - diff --git a/sdk/honcho/sync_client.py b/sdk/honcho/sync_client.py index 4893f80..5322812 100644 --- a/sdk/honcho/sync_client.py +++ b/sdk/honcho/sync_client.py @@ -1,6 +1,7 @@ from __future__ import annotations import datetime +import json import uuid from typing import Optional @@ -32,7 +33,13 @@ def next(self): class GetUserPage(GetPage): """Paginated Results for Get User Requests""" - def __init__(self, response: dict, honcho: Honcho, reverse: bool): + def __init__( + self, + response: dict, + honcho: Honcho, + filter: Optional[dict], + reverse: bool, + ): """Constructor for Page Result from User Get Request Args: @@ -42,6 +49,7 @@ def __init__(self, response: dict, honcho: Honcho, reverse: bool): """ super().__init__(response) self.honcho = honcho + self.filter = filter self.reverse = reverse self.items = [ User( @@ -57,7 +65,10 @@ def next(self): if self.page >= self.pages: return None return self.honcho.get_users( - page=(self.page + 1), page_size=self.page_size, reverse=self.reverse + filter=self.filter, + page=(self.page + 1), + page_size=self.page_size, + reverse=self.reverse, ) @@ -70,6 +81,7 @@ def __init__( user: User, reverse: bool, location_id: Optional[str], + filter: Optional[dict], is_active: bool, ): """Constructor for Page Result from Session Get Request @@ -85,6 +97,7 @@ def __init__( self.location_id = location_id self.reverse = reverse self.is_active = is_active + self.filter = filter self.items = [ Session( user=user, @@ -99,14 +112,15 @@ def __init__( def next(self): """Get the next page of results + Returns: - GetSessionPage | None: Next Page of Results or None if there - are no more sessions to retreive from a query + GetSessionPage | None: Next Page of Results or None if there are no more sessions to retreive from a query """ if self.page >= self.pages: return None return self.user.get_sessions( location_id=self.location_id, + filter=self.filter, page=(self.page + 1), page_size=self.page_size, reverse=self.reverse, @@ -117,7 +131,13 @@ def next(self): class GetMessagePage(GetPage): """Paginated Results for Get Session Requests""" - def __init__(self, response: dict, session: Session, reverse: bool): + def __init__( + self, + response: dict, + session: Session, + filter: Optional[dict], + reverse: bool, + ): """Constructor for Page Result from Session Get Request Args: @@ -127,6 +147,7 @@ def __init__(self, response: dict, session: Session, reverse: bool): """ super().__init__(response) self.session = session + self.filter = filter self.reverse = reverse self.items = [ Message( @@ -134,6 +155,7 @@ def __init__(self, response: dict, session: Session, reverse: bool): id=message["id"], is_user=message["is_user"], content=message["content"], + metadata=message["metadata"], created_at=message["created_at"], ) for message in response["items"] @@ -141,6 +163,7 @@ def __init__(self, response: dict, session: Session, reverse: bool): def next(self): """Get the next page of results + Returns: GetMessagePage | None: Next Page of Results or None if there are no more messages to retreive from a query @@ -148,7 +171,7 @@ def next(self): if self.page >= self.pages: return None return self.session.get_messages( - (self.page + 1), self.page_size, self.reverse + self.filter, (self.page + 1), self.page_size, self.reverse ) @@ -157,6 +180,7 @@ def __init__( self, response: dict, session, + filter: Optional[dict], reverse: bool, message_id: Optional[uuid.UUID], metamessage_type: Optional[str], @@ -175,11 +199,13 @@ def __init__( self.session = session self.message_id = message_id self.metamessage_type = metamessage_type + self.filter = filter self.reverse = reverse self.items = [ Metamessage( id=metamessage["id"], message_id=metamessage["message_id"], + metadata=metamessage["metadata"], metamessage_type=metamessage["metamessage_type"], content=metamessage["content"], created_at=metamessage["created_at"], @@ -189,6 +215,7 @@ def __init__( def next(self): """Get the next page of results + Returns: GetMetamessagePage | None: Next Page of Results or None if there are no more metamessages to retreive from a query @@ -197,6 +224,7 @@ def next(self): return None return self.session.get_metamessages( metamessage_type=self.metamessage_type, + filter=self.filter, message=self.message_id, page=(self.page + 1), page_size=self.page_size, @@ -207,7 +235,9 @@ def next(self): class GetDocumentPage(GetPage): """Paginated results for Get Document requests""" - def __init__(self, response: dict, collection, reverse: bool) -> None: + def __init__( + self, response: dict, collection, filter: Optional[dict], reverse: bool + ) -> None: """Constructor for Page Result from Document Get Request Args: @@ -218,6 +248,7 @@ def __init__(self, response: dict, collection, reverse: bool) -> None: """ super().__init__(response) self.collection = collection + self.filter = filter self.reverse = reverse self.items = [ Document( @@ -232,6 +263,7 @@ def __init__(self, response: dict, collection, reverse: bool) -> None: def next(self): """Get the next page of results + Returns: GetDocumentPage | None: Next Page of Results or None if there are no more sessions to retreive from a query @@ -239,14 +271,19 @@ def next(self): if self.page >= self.pages: return None return self.collection.get_documents( - page=self.page + 1, page_size=self.page_size, reverse=self.reverse + filter=self.filter, + page=self.page + 1, + page_size=self.page_size, + reverse=self.reverse, ) class GetCollectionPage(GetPage): """Paginated results for Get Collection requests""" - def __init__(self, response: dict, user: User, reverse: bool): + def __init__( + self, response: dict, user: User, filter: Optional[dict], reverse: bool + ): """Constructor for page result from Get Collection Request Args: @@ -256,12 +293,14 @@ def __init__(self, response: dict, user: User, reverse: bool): """ super().__init__(response) self.user = user + self.filter = filter self.reverse = reverse self.items = [ Collection( user=user, id=collection["id"], name=collection["name"], + metadata=collection["metadata"], created_at=collection["created_at"], ) for collection in response["items"] @@ -269,6 +308,7 @@ def __init__(self, response: dict, user: User, reverse: bool): def next(self): """Get the next page of results + Returns: GetCollectionPage | None: Next Page of Results or None if there are no more sessions to retreive from a query @@ -276,6 +316,7 @@ def next(self): if self.page >= self.pages: return None return self.user.get_collections( + filter=self.filter, page=self.page + 1, page_size=self.page_size, reverse=self.reverse, @@ -390,7 +431,11 @@ def get_or_create_user(self, name: str): ) def get_users( - self, page: int = 1, page_size: int = 50, reverse: bool = False + self, + filter: Optional[dict] = None, + page: int = 1, + page_size: int = 50, + reverse: bool = False, ): """Get Paginated list of users @@ -402,14 +447,24 @@ def get_users( Returns: GetUserPage: Paginated list of users """ - url = f"{self.base_url}/users?page={page}&size={page_size}&reverse={reverse}" - response = self.client.get(url) + # url = f"{self.base_url}/users?page={page}&size={page_size}&reverse={reverse}" + url = f"{self.base_url}/users" + params = { + "page": page, + "size": page_size, + "reverse": reverse, + } + if filter is not None: + json_filter = json.dumps(filter) + params["filter"] = json_filter + response = self.client.get(url, params=params) response.raise_for_status() data = response.json() - return GetUserPage(data, self, reverse) + return GetUserPage(data, self, filter, reverse) def get_users_generator( self, + filter: Optional[dict] = None, reverse: bool = False, ): """Shortcut Generator for get_users. Generator to iterate through @@ -424,7 +479,7 @@ def get_users_generator( """ page = 1 page_size = 50 - get_user_response = self.get_users(page, page_size, reverse) + get_user_response = self.get_users(filter, page, page_size, reverse) while True: for session in get_user_response.items: yield session @@ -523,6 +578,7 @@ def get_session(self, session_id: uuid.UUID): def get_sessions( self, location_id: Optional[str] = None, + filter: Optional[dict] = None, page: int = 1, page_size: int = 50, reverse: bool = False, @@ -542,20 +598,33 @@ def get_sessions( GetSessionPage: Page or results for get_sessions query """ - url = ( - f"{self.base_url}/sessions?page={page}&size={page_size}&reverse={reverse}&is_active={is_active}" - + (f"&location_id={location_id}" if location_id else "") - ) - response = self.honcho.client.get(url) + # url = ( + # f"{self.base_url}/sessions?page={page}&size={page_size}&reverse={reverse}&is_active={is_active}" + # + (f"&location_id={location_id}" if location_id else "") + # ) + url = f"{self.base_url}/sessions" + params = { + "page": page, + "size": page_size, + "reverse": reverse, + "is_active": is_active, + } + if location_id: + params["location_id"] = location_id + if filter is not None: + json_filter = json.dumps(filter) + params["filter"] = json_filter + response = self.honcho.client.get(url, params=params) response.raise_for_status() data = response.json() - return GetSessionPage(data, self, reverse, location_id, is_active) + return GetSessionPage(data, self, reverse, location_id, filter, is_active) def get_sessions_generator( self, location_id: Optional[str] = None, reverse: bool = False, is_active: bool = False, + filter: Optional[dict] = None, ): """Shortcut Generator for get_sessions. Generator to iterate through all sessions for a user in an app @@ -573,7 +642,7 @@ def get_sessions_generator( page = 1 page_size = 50 get_session_response = self.get_sessions( - location_id, page, page_size, reverse, is_active + location_id, filter, page, page_size, reverse, is_active ) while True: for session in get_session_response.items: @@ -618,6 +687,7 @@ def create_session( def create_collection( self, name: str, + metadata: Optional[dict] = None, ): """Create a collection for a user @@ -628,7 +698,9 @@ def create_collection( Collection: The Collection object of the new Collection """ - data = {"name": name} + if metadata is None: + metadata = {} + data = {"name": name, "metadata": metadata} url = f"{self.base_url}/collections" response = self.honcho.client.post(url, json=data) response.raise_for_status() @@ -637,6 +709,7 @@ def create_collection( self, id=data["id"], name=name, + metadata=metadata, created_at=data["created_at"], ) @@ -658,11 +731,16 @@ def get_collection(self, name: str): user=self, id=data["id"], name=data["name"], + metadata=data["metadata"], created_at=data["created_at"], ) def get_collections( - self, page: int = 1, page_size: int = 50, reverse: bool = False + self, + filter: Optional[dict] = None, + page: int = 1, + page_size: int = 50, + reverse: bool = False, ): """Return collections associated with a user paginated @@ -675,13 +753,24 @@ def get_collections( GetCollectionPage: Page or results for get_collections query """ - url = f"{self.base_url}/collections?page={page}&size={page_size}&reverse={reverse}" # noqa: E501 - response = self.honcho.client.get(url) + # url = f"{self.base_url}/collections?page={page}&size={page_size}&reverse={reverse}" # noqa: E501 + url = f"{self.base_url}/collections" + params = { + "page": page, + "size": page_size, + "reverse": reverse, + } + if filter is not None: + json_filter = json.dumps(filter) + params["filter"] = json_filter + response = self.honcho.client.get(url, params=params) response.raise_for_status() data = response.json() - return GetCollectionPage(data, self, reverse) + return GetCollectionPage(data, self, filter, reverse) - def get_collections_generator(self, reverse: bool = False): + def get_collections_generator( + self, filter: Optional[dict] = None, reverse: bool = False + ): """Shortcut Generator for get_sessions. Generator to iterate through all sessions for a user in an app @@ -694,7 +783,9 @@ def get_collections_generator(self, reverse: bool = False): """ page = 1 page_size = 50 - get_collection_response = self.get_collections(page, page_size, reverse) + get_collection_response = self.get_collections( + filter, page, page_size, reverse + ) while True: for collection in get_collection_response.items: yield collection @@ -740,7 +831,9 @@ def is_active(self): """Returns whether the session is active - made property to prevent tampering""" return self._is_active - def create_message(self, is_user: bool, content: str): + def create_message( + self, is_user: bool, content: str, metadata: Optional[dict] = None + ): """Adds a message to the session Args: @@ -753,7 +846,9 @@ def create_message(self, is_user: bool, content: str): """ if not self.is_active: raise Exception("Session is inactive") - data = {"is_user": is_user, "content": content} + if metadata is None: + metadata = {} + data = {"is_user": is_user, "content": content, "metadata": metadata} url = f"{self.base_url}/messages" response = self.user.honcho.client.post(url, json=data) response.raise_for_status() @@ -763,6 +858,7 @@ def create_message(self, is_user: bool, content: str): id=data["id"], is_user=is_user, content=content, + metadata=metadata, created_at=data["created_at"], ) @@ -785,11 +881,16 @@ def get_message(self, message_id: uuid.UUID) -> Message: id=data["id"], is_user=data["is_user"], content=data["content"], + metadata=data["metadata"], created_at=data["created_at"], ) def get_messages( - self, page: int = 1, page_size: int = 50, reverse: bool = False + self, + filter: Optional[dict] = None, + page: int = 1, + page_size: int = 50, + reverse: bool = False, ) -> GetMessagePage: """Get all messages for a session @@ -802,13 +903,23 @@ def get_messages( GetMessagePage: Page of Message objects """ - url = f"{self.base_url}/messages?page={page}&size={page_size}&reverse={reverse}" # noqa: E501 - response = self.user.honcho.client.get(url) + url = f"{self.base_url}/messages" + params = { + "page": page, + "size": page_size, + "reverse": reverse, + } + if filter is not None: + json_filter = json.dumps(filter) + params["filter"] = json_filter + response = self.user.honcho.client.get(url, params=params) response.raise_for_status() data = response.json() - return GetMessagePage(data, self, reverse) + return GetMessagePage(data, self, filter, reverse) - def get_messages_generator(self, reverse: bool = False): + def get_messages_generator( + self, filter: Optional[dict] = None, reverse: bool = False + ): """Shortcut Generator for get_messages. Generator to iterate through all messages for a session in an app @@ -818,7 +929,7 @@ def get_messages_generator(self, reverse: bool = False): """ page = 1 page_size = 50 - get_messages_page = self.get_messages(page, page_size, reverse) + get_messages_page = self.get_messages(filter, page, page_size, reverse) while True: for message in get_messages_page.items: yield message @@ -830,7 +941,11 @@ def get_messages_generator(self, reverse: bool = False): get_messages_page = new_messages def create_metamessage( - self, message: Message, metamessage_type: str, content: str + self, + message: Message, + metamessage_type: str, + content: str, + metadata: Optional[dict] = None, ): """Adds a metamessage to a session and links it to a specific message @@ -845,10 +960,13 @@ def create_metamessage( """ if not self.is_active: raise Exception("Session is inactive") + if metadata is None: + metadata = {} data = { "metamessage_type": metamessage_type, "content": content, "message_id": message.id, + "metadata": metadata, } url = f"{self.base_url}/metamessages" response = self.user.honcho.client.post(url, json=data) @@ -859,6 +977,7 @@ def create_metamessage( message_id=message.id, metamessage_type=metamessage_type, content=content, + metadata=metadata, created_at=data["created_at"], ) @@ -881,6 +1000,7 @@ def get_metamessage(self, metamessage_id: uuid.UUID) -> Metamessage: message_id=data["message_id"], metamessage_type=data["metamessage_type"], content=data["content"], + metadata=data["metadata"], created_at=data["created_at"], ) @@ -888,6 +1008,7 @@ def get_metamessages( self, metamessage_type: Optional[str] = None, message: Optional[Message] = None, + filter: Optional[dict] = None, page: int = 1, page_size: int = 50, reverse: bool = False, @@ -905,23 +1026,35 @@ def get_metamessages( list[dict]: List of Message objects """ - url = f"{self.base_url}/metamessages?page={page}&size={page_size}&reverse={reverse}" # noqa: E501 + # url = f"{self.base_url}/metamessages?page={page}&size={page_size}&reverse={reverse}" # noqa: E501 + url = f"{self.base_url}/metamessages" + params = { + "page": page, + "size": page_size, + "reverse": reverse, + } if metamessage_type: - url += f"&metamessage_type={metamessage_type}" + # url += f"&metamessage_type={metamessage_type}" + params["metamessage_type"] = metamessage_type if message: - url += f"&message_id={message.id}" - response = self.user.honcho.client.get(url) + # url += f"&message_id={message.id}" + params["message_id"] = message.id + if filter is not None: + json_metadata = json.dumps(filter) + params["filter"] = json_metadata + response = self.user.honcho.client.get(url, params=params) response.raise_for_status() data = response.json() message_id = message.id if message else None return GetMetamessagePage( - data, self, reverse, message_id, metamessage_type + data, self, filter, reverse, message_id, metamessage_type ) def get_metamessages_generator( self, metamessage_type: Optional[str] = None, message: Optional[Message] = None, + filter: Optional[dict] = None, reverse: bool = False, ): """Shortcut Generator for get_metamessages. Generator to iterate @@ -940,6 +1073,7 @@ def get_metamessages_generator( get_metamessages_page = self.get_metamessages( metamessage_type=metamessage_type, message=message, + filter=filter, page=page, page_size=page_size, reverse=reverse, @@ -970,6 +1104,50 @@ def update(self, metadata: dict): self.metadata = metadata return success + def update_message(self, message: Message, metadata: dict): + """Update the metadata of a message + + Args: + message (Message): The message to update + metadata (dict): The new metadata for the message + + Returns: + boolean: Whether the message was successfully updated + """ + info = {"metadata": metadata} + url = f"{self.base_url}/messages/{message.id}" + response = self.user.honcho.client.put(url, json=info) + success = response.status_code < 400 + message.metadata = metadata + return success + + def update_metamessage( + self, + metamessage: Metamessage, + metamessage_type: Optional[str], + metadata: Optional[dict], + ): + """Update the metadata of a metamessage + + Args: + metamessage (Metamessage): The metamessage to update + metadata (dict): The new metadata for the metamessage + + Returns: + boolean: Whether the metamessage was successfully updated + """ + if metadata is None and metamessage_type is None: + raise ValueError("metadata and metamessage_type cannot both be None") + info = {"metamessage_type": metamessage_type, "metadata": metadata} + url = f"{self.base_url}/metamessages/{metamessage.id}" + response = self.user.honcho.client.put(url, json=info) + success = response.status_code < 400 + if metamessage_type is not None: + metamessage.metamessage_type = metamessage_type + if metadata is not None: + metamessage.metadata = metadata + return success + def close(self): """Closes a session by marking it as inactive""" url = f"{self.base_url}" @@ -977,6 +1155,14 @@ def close(self): response.raise_for_status() self._is_active = False + def chat(self, query) -> str: + url = f"{self.base_url}/chat" + params = {"query": query} + response = self.user.honcho.client.get(url, params=params) + response.raise_for_status() + data = response.json() + return data["content"] + class Collection: """Represents a single collection for a user in an app""" @@ -986,12 +1172,14 @@ def __init__( user: User, id: uuid.UUID, name: str, + metadata: dict, created_at: datetime.datetime, ): """Constructor for Collection""" self.user = user self.id: uuid.UUID = id self.name: str = name + self.metadata: dict = metadata self.created_at: datetime.datetime = created_at @property @@ -1003,7 +1191,7 @@ def __str__(self): """String representation of Collection""" return f"Collection(id={self.id}, name={self.name}, created_at={self.created_at})" # noqa: E501 - def update(self, name: str): + def update(self, name: Optional[str] = None, metadata: Optional[dict] = None): """Update the name of the collection Args: @@ -1012,12 +1200,17 @@ def update(self, name: str): Returns: boolean: Whether the session was successfully updated """ - info = {"name": name} + if metadata is None and name is None: + raise ValueError("metadata and name cannot both be None") + info = {"name": name, "metadata": metadata} url = f"{self.base_url}" response = self.user.honcho.client.put(url, json=info) response.raise_for_status() success = response.status_code < 400 - self.name = name + if name is not None: + self.name = name + if metadata is not None: + self.metadata = metadata return success def delete(self): @@ -1075,7 +1268,11 @@ def get_document(self, document_id: uuid.UUID) -> Document: ) def get_documents( - self, page: int = 1, page_size: int = 50, reverse: bool = False + self, + filter: Optional[dict] = None, + page: int = 1, + page_size: int = 50, + reverse: bool = False, ) -> GetDocumentPage: """Get all documents for a collection @@ -1087,15 +1284,24 @@ def get_documents( GetDocumentPage: Page of Document objects """ - url = ( - f"{self.base_url}/documents?page={page}&size={page_size}&reverse={reverse}" # noqa: E501 - ) - response = self.user.honcho.client.get(url) + # url = f"{self.base_url}/documents?page={page}&size={page_size}&reverse={reverse}" # noqa: E501 + url = f"{self.base_url}/documents" + params = { + "page": page, + "size": page_size, + "reverse": reverse, + } + if filter is not None: + json_filter = json.dumps(filter) + params["filter"] = json_filter + response = self.user.honcho.client.get(url, params=params) response.raise_for_status() data = response.json() - return GetDocumentPage(data, self, reverse) + return GetDocumentPage(data, self, filter, reverse) - def get_documents_generator(self, reverse: bool = False): + def get_documents_generator( + self, filter: Optional[dict] = None, reverse: bool = False + ): """Shortcut Generator for get_documents. Generator to iterate through all documents for a collection in an app @@ -1105,7 +1311,7 @@ def get_documents_generator(self, reverse: bool = False): """ page = 1 page_size = 50 - get_documents_page = self.get_documents(page, page_size, reverse) + get_documents_page = self.get_documents(filter, page, page_size, reverse) while True: for document in get_documents_page.items: yield document @@ -1125,8 +1331,10 @@ def query(self, query: str, top_k: int = 5) -> list[Document]: Returns: List[Document]: The response from the query with matching documents """ - url = f"{self.base_url}/query?query={query}&top_k={top_k}" - response = self.user.honcho.client.get(url) + # url = f"{self.base_url}/query?query={query}&top_k={top_k}" + url = f"{self.base_url}/query" + params = {"query": query, "top_k": top_k} + response = self.user.honcho.client.get(url, params=params) response.raise_for_status() data = [ Document( @@ -1141,7 +1349,10 @@ def query(self, query: str, top_k: int = 5) -> list[Document]: return data def update_document( - self, document: Document, content: Optional[str], metadata: Optional[dict] + self, + document: Document, + content: Optional[str] = None, + metadata: Optional[dict] = None, ) -> Document: """Update a document in the collection diff --git a/sdk/poetry.lock b/sdk/poetry.lock index e450ca8..61c46e2 100644 --- a/sdk/poetry.lock +++ b/sdk/poetry.lock @@ -1,15 +1,27 @@ # This file is automatically @generated by Poetry 1.4.1 and should not be changed by hand. +[[package]] +name = "alabaster" +version = "0.7.16" +description = "A light, configurable Sphinx theme" +category = "dev" +optional = false +python-versions = ">=3.9" +files = [ + {file = "alabaster-0.7.16-py3-none-any.whl", hash = "sha256:b46733c07dce03ae4e150330b975c75737fa60f0a7c591b6c8bf4928a28e2c92"}, + {file = "alabaster-0.7.16.tar.gz", hash = "sha256:75a8b99c28a5dad50dd7f8ccdd447a121ddb3892da9e53d1ca5cca3106d58d65"}, +] + [[package]] name = "anyio" -version = "4.2.0" +version = "4.3.0" description = "High level compatibility layer for multiple asynchronous event loop implementations" category = "main" optional = false python-versions = ">=3.8" files = [ - {file = "anyio-4.2.0-py3-none-any.whl", hash = "sha256:745843b39e829e108e518c489b31dc757de7d2131d53fac32bd8df268227bfee"}, - {file = "anyio-4.2.0.tar.gz", hash = "sha256:e1875bb4b4e2de1669f4bc7869b6d3f54231cdced71605e6e64c9be77e3be50f"}, + {file = "anyio-4.3.0-py3-none-any.whl", hash = "sha256:048e05d0f6caeed70d731f3db756d35dcc1f35747c8c403364a8332c630441b8"}, + {file = "anyio-4.3.0.tar.gz", hash = "sha256:f75253795a87df48568485fd18cdd2a3fa5c4f7c5be8e5e36637733fce06fed6"}, ] [package.dependencies] @@ -23,16 +35,153 @@ doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphin test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"] trio = ["trio (>=0.23)"] +[[package]] +name = "babel" +version = "2.14.0" +description = "Internationalization utilities" +category = "dev" +optional = false +python-versions = ">=3.7" +files = [ + {file = "Babel-2.14.0-py3-none-any.whl", hash = "sha256:efb1a25b7118e67ce3a259bed20545c29cb68be8ad2c784c83689981b7a57287"}, + {file = "Babel-2.14.0.tar.gz", hash = "sha256:6919867db036398ba21eb5c7a0f6b28ab8cbc3ae7a73a44ebe34ae74a4e7d363"}, +] + +[package.extras] +dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"] + +[[package]] +name = "beautifulsoup4" +version = "4.12.3" +description = "Screen-scraping library" +category = "dev" +optional = false +python-versions = ">=3.6.0" +files = [ + {file = "beautifulsoup4-4.12.3-py3-none-any.whl", hash = "sha256:b80878c9f40111313e55da8ba20bdba06d8fa3969fc68304167741bbf9e082ed"}, + {file = "beautifulsoup4-4.12.3.tar.gz", hash = "sha256:74e3d1928edc070d21748185c46e3fb33490f22f52a3addee9aee0f4f7781051"}, +] + +[package.dependencies] +soupsieve = ">1.2" + +[package.extras] +cchardet = ["cchardet"] +chardet = ["chardet"] +charset-normalizer = ["charset-normalizer"] +html5lib = ["html5lib"] +lxml = ["lxml"] + [[package]] name = "certifi" -version = "2023.11.17" +version = "2024.2.2" description = "Python package for providing Mozilla's CA Bundle." category = "main" optional = false python-versions = ">=3.6" files = [ - {file = "certifi-2023.11.17-py3-none-any.whl", hash = "sha256:e036ab49d5b79556f99cfc2d9320b34cfbe5be05c5871b51de9329f0603b0474"}, - {file = "certifi-2023.11.17.tar.gz", hash = "sha256:9b469f3a900bf28dc19b8cfbf8019bf47f7fdd1a65a1d4ffb98fc14166beb4d1"}, + {file = "certifi-2024.2.2-py3-none-any.whl", hash = "sha256:dc383c07b76109f368f6106eee2b593b04a011ea4d55f652c6ca24a754d1cdd1"}, + {file = "certifi-2024.2.2.tar.gz", hash = "sha256:0569859f95fc761b18b45ef421b1290a0f65f147e92a1e5eb3e635f9a5e4e66f"}, +] + +[[package]] +name = "charset-normalizer" +version = "3.3.2" +description = "The Real First Universal Charset Detector. 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-content-hash = "6ccea662fa5a5bae88618123d5d05e0d4955c234b7e1a688d2fae2f90cd9f7f8" +python-versions = "^3.9" +content-hash = "bf46c7a976758553f5f41e0d73766388e5b93ccf383d7870106286c5c570cedf" diff --git a/sdk/pyproject.toml b/sdk/pyproject.toml index 495df46..523bb42 100644 --- a/sdk/pyproject.toml +++ b/sdk/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "honcho-ai" -version = "0.0.4" +version = "0.0.5" description = "Python Client SDK for Honcho" authors = ["Plastic Labs "] license = "AGPL-3.0" @@ -8,12 +8,17 @@ readme = "README.md" packages = [{include = "honcho"}] [tool.poetry.dependencies] -python = "^3.10" +python = "^3.9" httpx = "^0.26.0" [tool.poetry.group.test.dependencies] pytest = "^7.4.4" pytest-asyncio = "^0.23.4" +coverage = "^7.4.3" + +[tool.poetry.group.docs.dependencies] +sphinx = "^7.2.6" +furo = "^2024.1.29" [tool.ruff.lint] # from https://docs.astral.sh/ruff/linter/#rule-selection example diff --git a/sdk/tests/test_async.py b/sdk/tests/test_async.py index 04ffc4a..f18ac99 100644 --- a/sdk/tests/test_async.py +++ b/sdk/tests/test_async.py @@ -15,6 +15,45 @@ from honcho import AsyncHoncho as Honcho +@pytest.mark.asyncio +async def test_session_metadata_filter(): + app_name = str(uuid1()) + user_name = str(uuid1()) + honcho = Honcho(app_name, "http://localhost:8000") + await honcho.initialize() + user = await honcho.create_user(user_name) + await user.create_session() + await user.create_session(metadata={"foo": "bar"}) + await user.create_session(metadata={"foo": "bar"}) + + response = await user.get_sessions(filter={"foo": "bar"}) + retrieved_sessions = response.items + + assert len(retrieved_sessions) == 2 + + response = await user.get_sessions() + + assert len(response.items) == 3 + + +@pytest.mark.asyncio +async def test_delete_session_metadata(): + app_name = str(uuid1()) + user_name = str(uuid1()) + honcho = Honcho(app_name, "http://localhost:8000") + await honcho.initialize() + user = await honcho.create_user(user_name) + retrieved_session = await user.create_session(metadata={"foo": "bar"}) + + assert retrieved_session.metadata == {"foo": "bar"} + + await retrieved_session.update(metadata={}) + + session_copy = await user.get_session(retrieved_session.id) + + assert session_copy.metadata == {} + + @pytest.mark.asyncio async def test_user_update(): user_name = str(uuid1()) diff --git a/sdk/tests/test_sync.py b/sdk/tests/test_sync.py index fd92234..0077ff0 100644 --- a/sdk/tests/test_sync.py +++ b/sdk/tests/test_sync.py @@ -15,6 +15,43 @@ from honcho import Honcho as Honcho +def test_session_metadata_filter(): + app_name = str(uuid1()) + user_name = str(uuid1()) + honcho = Honcho(app_name, "http://localhost:8000") + honcho.initialize() + user = honcho.create_user(user_name) + user.create_session() + user.create_session(metadata={"foo": "bar"}) + user.create_session(metadata={"foo": "bar"}) + + response = user.get_sessions(filter={"foo": "bar"}) + retrieved_sessions = response.items + + assert len(retrieved_sessions) == 2 + + response = user.get_sessions() + + assert len(response.items) == 3 + + +def test_delete_session_metadata(): + app_name = str(uuid1()) + user_name = str(uuid1()) + honcho = Honcho(app_name, "http://localhost:8000") + honcho.initialize() + user = honcho.create_user(user_name) + retrieved_session = user.create_session(metadata={"foo": "bar"}) + + assert retrieved_session.metadata == {"foo": "bar"} + + retrieved_session.update(metadata={}) + + session_copy = user.get_session(retrieved_session.id) + + assert session_copy.metadata == {} + + def test_user_update(): user_name = str(uuid1()) app_name = str(uuid1())