v0.11.15

CHANGELOG.md

@@ -1,5 +1,79 @@
 # ChangeLog
 
+## [2024-10-02]
+
+### `llama-index-core` [0.11.15]
+
+- added `to_dict()`, `from_dict()` and serializers for workflow context (#16250)
+- Ability to cancel workflow execution with `handler.cancel_run()` (#16320)
+- (breaking) Refactor `WorkflowHandler.run_step()` so user manually emits Event to start next step in workflow (#16277)
+
+### `llama-index-embeddings-oracleai` [0.1.0]
+
+- Oraclevs integration (#16161)
+
+### `llama-index-experimental` [0.4.0]
+
+- nudge-ft package and add an example for expanding your dataset (#16269)
+
+### `llama-index-llms-anthropic` [0.3.3]
+
+- Add support for prompt caching for Anthropic LLM (#16270)
+
+### `llama-index-llms-gemini` [0.3.6]
+
+- Output token usage in raw data for Google Gemini LLMs (#16313)
+
+### `llama-index-llms-openai` [0.2.10]
+
+- add 4o mini to azure openai models (#16335)
+
+### `llama-index-llms-vertex` [0.3.7]
+
+- Rremoving safety settings from generation config for Vertex AI models (#16337)
+
+### `llama-index-multi-modal-llms-huggingface` [0.1.0]
+
+- LlamaIndex Multi_Modal_Llms Integration: Huggingface (#16133)
+
+### `llama-index-readers-minio` [0.2.1]
+
+- rm extra print statements & replace create tmpfile function (#16291)
+
+### `llama-index-readers-oracleai` [0.1.0]
+
+- Oraclevs integration (#16161)
+
+### `llama-index-readers-web` [0.2.3]
+
+- Add Zyte Web Reader (#16197)
+
+### `llama-index-retrievers-bm25` [0.4.0]
+
+- bump deps for latest bm25s version (#16339)
+- Update BM25 retriever to use metadata (#16267)
+
+### `llama-index-storage-chat-store-redis` [0.3.2]
+
+- fix check for async client in redis chat store (#16321)
+
+### `llama-index-storage-chat-store-upstash` [0.1.0]
+
+- Upstash Storage Chat Store Integration (#16237)
+
+### `llama-index-vector-stores-milvus` [0.2.6]
+
+- milvus: always set self.\_collection (#16306)
+- Fix milvus collection creation with index_config (#16165)
+
+### `llama-index-vector-stores-oracledb` [0.1.0]
+
+- Oracledb integration (#16161)
+
+## `llama-index-vector-stores-postgres` [0.2.6]
+
+- Support TEXT_MATCH FilterOperator in Postgres Vector Store (#16304)
+
 ## [2024-09-26]
 
 ### `llama-index-core` [0.11.14]

docs/docs/CHANGELOG.md

@@ -1,5 +1,79 @@
 # ChangeLog
 
+## [2024-10-02]
+
+### `llama-index-core` [0.11.15]
+
+- added `to_dict()`, `from_dict()` and serializers for workflow context (#16250)
+- Ability to cancel workflow execution with `handler.cancel_run()` (#16320)
+- (breaking) Refactor `WorkflowHandler.run_step()` so user manually emits Event to start next step in workflow (#16277)
+
+### `llama-index-embeddings-oracleai` [0.1.0]
+
+- Oraclevs integration (#16161)
+
+### `llama-index-experimental` [0.4.0]
+
+- nudge-ft package and add an example for expanding your dataset (#16269)
+
+### `llama-index-llms-anthropic` [0.3.3]
+
+- Add support for prompt caching for Anthropic LLM (#16270)
+
+### `llama-index-llms-gemini` [0.3.6]
+
+- Output token usage in raw data for Google Gemini LLMs (#16313)
+
+### `llama-index-llms-openai` [0.2.10]
+
+- add 4o mini to azure openai models (#16335)
+
+### `llama-index-llms-vertex` [0.3.7]
+
+- Rremoving safety settings from generation config for Vertex AI models (#16337)
+
+### `llama-index-multi-modal-llms-huggingface` [0.1.0]
+
+- LlamaIndex Multi_Modal_Llms Integration: Huggingface (#16133)
+
+### `llama-index-readers-minio` [0.2.1]
+
+- rm extra print statements & replace create tmpfile function (#16291)
+
+### `llama-index-readers-oracleai` [0.1.0]
+
+- Oraclevs integration (#16161)
+
+### `llama-index-readers-web` [0.2.3]
+
+- Add Zyte Web Reader (#16197)
+
+### `llama-index-retrievers-bm25` [0.4.0]
+
+- bump deps for latest bm25s version (#16339)
+- Update BM25 retriever to use metadata (#16267)
+
+### `llama-index-storage-chat-store-redis` [0.3.2]
+
+- fix check for async client in redis chat store (#16321)
+
+### `llama-index-storage-chat-store-upstash` [0.1.0]
+
+- Upstash Storage Chat Store Integration (#16237)
+
+### `llama-index-vector-stores-milvus` [0.2.6]
+
+- milvus: always set self._collection (#16306)
+- Fix milvus collection creation with index_config (#16165)
+
+### `llama-index-vector-stores-oracledb` [0.1.0]
+
+- Oracledb integration (#16161)
+
+## `llama-index-vector-stores-postgres` [0.2.6]
+
+- Support TEXT_MATCH FilterOperator in Postgres Vector Store (#16304)
+
 ## [2024-09-26]
 
 ### `llama-index-core` [0.11.14]

docs/docs/api_reference/multi_modal_llms/huggingface.md

@@ -0,0 +1,4 @@
+::: llama_index.multi_modal_llms.huggingface
+    options:
+      members:
+        - HuggingFaceMultiModal

docs/docs/api_reference/storage/chat_store/upstash.md

@@ -0,0 +1,4 @@
+::: llama_index.storage.chat_store.upstash
+    options:
+      members:
+        - UpstashChatStore

docs/mkdocs.yml

@@ -138,6 +138,7 @@ nav:
           - ./examples/cookbooks/cleanlab_tlm_rag.ipynb
           - ./examples/cookbooks/codestral.ipynb
           - ./examples/cookbooks/cohere_retriever_eval.ipynb
+          - ./examples/cookbooks/contextual_retrieval.ipynb
           - ./examples/cookbooks/crewai_llamaindex.ipynb
           - ./examples/cookbooks/llama3_cookbook.ipynb
           - ./examples/cookbooks/llama3_cookbook_groq.ipynb
@@ -300,6 +301,7 @@ nav:
           - ./examples/llm/ai21.ipynb
           - ./examples/llm/alephalpha.ipynb
           - ./examples/llm/anthropic.ipynb
+          - ./examples/llm/anthropic_prompt_caching.ipynb
           - ./examples/llm/anyscale.ipynb
           - ./examples/llm/azure_inference.ipynb
           - ./examples/llm/azure_openai.ipynb
@@ -1112,6 +1114,7 @@ nav:
           - ./api_reference/multi_modal_llms/azure_openai.md
           - ./api_reference/multi_modal_llms/dashscope.md
           - ./api_reference/multi_modal_llms/gemini.md
+          - ./api_reference/multi_modal_llms/huggingface.md
           - ./api_reference/multi_modal_llms/index.md
           - ./api_reference/multi_modal_llms/mistralai.md
           - ./api_reference/multi_modal_llms/ollama.md
@@ -1428,6 +1431,7 @@ nav:
               - ./api_reference/storage/chat_store/index.md
               - ./api_reference/storage/chat_store/redis.md
               - ./api_reference/storage/chat_store/simple.md
+              - ./api_reference/storage/chat_store/upstash.md
           - Docstore:
               - ./api_reference/storage/docstore/azure.md
               - ./api_reference/storage/docstore/dynamodb.md
@@ -2208,6 +2212,8 @@ plugins:
             - ../llama-index-integrations/embeddings/llama-index-embeddings-oracleai
             - ../llama-index-integrations/readers/llama-index-readers-oracleai
             - ../llama-index-integrations/multi_modal_llms/llama-index-multi-modal-llms-mistralai
+            - ../llama-index-integrations/multi_modal_llms/llama-index-multi-modal-llms-huggingface
+            - ../llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-upstash
   - redirects:
       redirect_maps:
         ./api/llama_index.vector_stores.MongoDBAtlasVectorSearch.html: api_reference/storage/vector_store/mongodb.md

llama-index-core/llama_index/core/__init__.py

@@ -1,6 +1,6 @@
 """Init file of LlamaIndex."""
 
-__version__ = "0.11.14"
+__version__ = "0.11.15"
 
 import logging
 from logging import NullHandler

llama-index-core/pyproject.toml

@@ -46,7 +46,7 @@ name = "llama-index-core"
 packages = [{include = "llama_index"}]
 readme = "README.md"
 repository = "https://github.com/run-llama/llama_index"
-version = "0.11.14"
+version = "0.11.15"
 
 [tool.poetry.dependencies]
 SQLAlchemy = {extras = ["asyncio"], version = ">=1.4.49"}

llama-index-integrations/multi_modal_llms/llama-index-multi-modal-llms-huggingface/pyproject.toml

@@ -9,6 +9,13 @@ check-hidden = true
 # work through many typos (--write-changes and --interactive will help)
 skip = "*.csv,*.html,*.json,*.jsonl,*.pdf,*.txt,*.ipynb"
 
+[tool.llamahub]
+contains_example = false
+import_path = "llama_index.multi_modal_llms.huggingface"
+
+[tool.llamahub.class_authors]
+HuggingFaceMultiModal = "M.Cihan Yalçın"
+
 [tool.mypy]
 disallow_untyped_defs = true
 # Remove venv skip when integrated with pre-commit

llama-index-integrations/selectors/llama-index-selectors-notdiamond/pyproject.toml

@@ -29,12 +29,13 @@ description = "llama-index selectors Not Diamond integration"
 name = "llama-index-selectors-notdiamond"
 packages = [{include = "llama_index/"}]
 readme = "README.md"
-version = "0.1.0"
+version = "0.1.1"
 
 [tool.poetry.dependencies]
 python = ">=3.10.0,<3.12"
 llama-index-core = "^0.10.0"
 notdiamond = "^0.3.5"
+litellm = "*"
 
 [tool.poetry.group.dev.dependencies]
 black = {extras = ["jupyter"], version = "<=23.9.1,>=23.7.0"}

llama-index-integrations/selectors/llama-index-selectors-notdiamond/tests/BUILD

@@ -1,3 +1,4 @@
 python_tests(
-    interpreter_constraints=["==3.10.*"]
+    interpreter_constraints=["==3.10.*"],
+    dependencies=["llama-index-integrations/selectors/llama-index-selectors-notdiamond:poetry#litellm"],
 )

llama-index-integrations/vector_stores/llama-index-vector-stores-redis/llama_index/vector_stores/redis/base.py

@@ -4,6 +4,7 @@
 """
 
 import logging
+import numpy as np
 from typing import Any, Dict, List, Optional
 
 import fsspec
@@ -250,7 +251,7 @@ def add(self, nodes: List[BaseNode], **add_kwargs: Any) -> List[str]:
                 NODE_ID_FIELD_NAME: node.node_id,
                 DOC_ID_FIELD_NAME: node.ref_doc_id,
                 TEXT_FIELD_NAME: node.get_content(metadata_mode=MetadataMode.NONE),
-                VECTOR_FIELD_NAME: array_to_buffer(embedding),
+                VECTOR_FIELD_NAME: array_to_buffer(embedding, dtype=np.float32),
             }
             # parse and append metadata
             additional_metadata = node_to_metadata_dict(

llama-index-integrations/vector_stores/llama-index-vector-stores-redis/pyproject.toml

@@ -27,7 +27,7 @@ exclude = ["**/BUILD"]
 license = "MIT"
 name = "llama-index-vector-stores-redis"
 readme = "README.md"
-version = "0.3.2"
+version = "0.3.3"
 
 [tool.poetry.dependencies]
 python = ">=3.9,<4.0"

llama-index-integrations/vector_stores/llama-index-vector-stores-tablestore/pyproject.toml

@@ -27,12 +27,12 @@ license = "MIT"
 name = "llama-index-vector-stores-tablestore"
 packages = [{include = "llama_index/"}]
 readme = "README.md"
-version = "0.1.0"
+version = "0.1.1"
 
 [tool.poetry.dependencies]
 python = ">=3.8.1,<4.0"
-llama-index-core = "^0.10.1"
-tablestore = "^6.0.0"
+llama-index-core = "^0.11.0"
+tablestore = ">=5.0.0"
 
 [tool.poetry.group.dev.dependencies]
 black = {extras = ["jupyter"], version = "<=23.9.1,>=23.7.0"}