updated images

docs/Intent Recognition System/Engineering.md

@@ -9,4 +9,4 @@
 Intent Recognition: Turn stacks/Journey to trigger custom webhook
 hosting the LLM Chat Bot Application that does classification.
 
-![Untitled](/img/logo.svg)
+![Untitled](/img/Untitled.png)

docs/Intent Recognition System/Overview/Current State.md

@@ -1,7 +1,5 @@
 # Current State
 
-### Current State
-
 ### Chat Assignment
 
 - Trigger: A new chat is initiated by a user in a specific

docs/Intent Recognition System/Overview/Objective.md

@@ -3,6 +3,8 @@
 Intent Recognition: Turn stacks/Journey to trigger custom webhook
 hosting the LLM Chat Bot Application that does classification.
 
+![Untitled](img/Untitled.png)
+
 <!-- ![Untitled](../Engineering%20f06030dea04e40cf84573246d73d39f9/Untitled.png) -->
 
 ### System Components
@@ -64,6 +66,8 @@ Medical Questions
 Semantic based gpt4 retrieval to provide user with suggested FAQ and
 its answers while the users wait for a medical response.
 
+![Whatsapp response](img/whatsapp.png)
+
 <!-- ![Untitled](Objective%2087c497e68c234d699d6825e2549b06ce/Untitled.png) -->
 
 ### Technical Stack and Tools

docs/MSE Assist/Engineering/Development.md

@@ -7,78 +7,58 @@
 
 Webapp with a backend on the LLM Chat Bot Application
 
+![Untitled](/img/Untitled.png)
+
 <!-- ![Untitled](Development%20fb8a0e36b4084bab8b4e85a7bbbe48c2/Untitled.png) -->
 
 ### System Components:
 
 ### User Interface
 
-A UI for Inputing Medical messages for response generation or
-translation. This interface should be accessible via web or mobile
-platforms, offering a seamless experience for users seeking medical
-information or assistance. Also have a component to input feedback for
-each query.
+A UI for Inputing Medical messages for response generation or translation. This interface should be accessible via web or mobile platforms, offering a seamless experience for users seeking medical information or assistance. Also have a component to input feedback for each query.
 
-Advanced Capabilities: Using the Intent recognition + Assignment
-stack route the medical message to the right mse in the mse assistant.
-Pre-load the medical tickets and the MSEs can get responses back with
-just a click.
+Advanced Capabilities: Using the Intent recognition + Assignment stack route the medical message to the right mse in the mse assistant. Pre-load the medical tickets and the MSEs can get responses back with just a click.
 
 ### LLMs for Translation and Medical Queries (Two Ways):
 
-Retrieval Augmented Generation: Utilize GPT-4 in conjunction with a
-curated FAQ bank specifically tailored for medical inquiries. This
-approach will enable the system to provide accurate and relevant
-responses by leveraging both the generative capabilities of GPT-4 and
+Retrieval Augmented Generation: Utilize GPT-4 in conjunction with a curated FAQ bank specifically tailored for medical inquiries. This approach will enable the system to provide accurate and relevant responses by leveraging both the generative capabilities of GPT-4 and
 the specific, reliable information contained within the FAQ bank.
 
-Medpalm 2 for Medical Query Generation: Employ Medpalm 2, a
-specialized LLM for medical queries, to generate responses to medical
-questions. Enhance its effectiveness through few-shot prompting,
-incorporating 5-8 ideal medical responses as templates for generating
+Medpalm 2 for Medical Query Generation: Employ Medpalm 2, a specialized LLM for medical queries, to generate responses to medical
+questions. Enhance its effectiveness through few-shot prompting, incorporating 5-8 ideal medical responses as templates for generating
 accurate and contextually relevant medical advice.
 
-Translation Layer with GPT-4: Before processing queries with Medpalm
-2 or the retrieval-augmented generation system, implement a translation
-layer using GPT-4 to ensure that messages in any language can be
-accurately translated and understood, broadening the system’s
+Translation Layer with GPT-4: Before processing queries with Medpalm 2 or the retrieval-augmented generation system, implement a translation
+layer using GPT-4 to ensure that messages in any language can be accurately translated and understood, broadening the system’s
 accessibility to non-English speakers.
 
 ### Technical Stack and Tools:
 
 Frontend:  React / Next JS
 
-Backend: Python with FastAPI for creating efficient and scalable
-server-side applications, facilitating the integration with LLMs and
+Backend: Python with FastAPI for creating efficient and scalable server-side applications, facilitating the integration with LLMs and
 managing the system’s logic.
 
-LLMs Integration: GPT-4 for translation and retrieval-augmented
-generation, along with Medpalm 2 for specialized medical query
+LLMs Integration: GPT-4 for translation and retrieval-augmented generation, along with Medpalm 2 for specialized medical query
 handling.
 
-Database: SQL database systems for storing user queries, and system
-responses, ensuring data persistence and retrieval efficiency.
+Database: SQL database systems for storing user queries, and system responses, ensuring data persistence and retrieval efficiency.
 
-APIs: RESTful APIs to connect the frontend with the backend logic,
-LLMs processing, and database operations, ensuring smooth data flow and
+APIs: RESTful APIs to connect the frontend with the backend logic, LLMs processing, and database operations, ensuring smooth data flow and
 system functionality.
 
 ### Caveats
 
-Language Nuances: The translation layer must accurately capture
-medical terminology and nuances across languages. Regular updates and
-quality checks are necessary to ensure the translation accuracy for
-medical contexts.
+Language Nuances: The translation layer must accurately capture medical terminology and nuances across languages. Regular updates and
+quality checks are necessary to ensure the translation accuracy for medical contexts.
 
-Dependence on High-Quality Data: The effectiveness of the system
-heavily relies on the quality of the FAQ bank. Regular updates and
-expert review are crucial to keep the information accurate and
-up-to-date.
+Dependence on High-Quality Data: The effectiveness of the system heavily relies on the quality of the FAQ bank. Regular updates and expert review are crucial to keep the information accurate and up-to-date.
 
 Example UI for response Generation:
-
+![Example](/img/Untitled 1.png)
 <!-- ![Untitled](Development%20fb8a0e36b4084bab8b4e85a7bbbe48c2/Untitled%201.png) -->
 
 Example Ui for Feedback collection:
+![Example](/img/Untitled 2.png)
 
 <!-- ![Untitled](Development%20fb8a0e36b4084bab8b4e85a7bbbe48c2/Untitled%202.png) -->

docs/MSE Assist/Engineering/Evaluation.md

@@ -5,4 +5,6 @@ Testing Procedure:
 - Testing protocols
 - Feedback mechanisms
 - Iterative improvement process
-- **Quality Assurance (Evals)**
+- Quality Assurance (Evals)
+- User Acceptance Testing
+

docs/MSE Assist/Operational Procedures.md

@@ -25,6 +25,9 @@ Reporting guidelines:
 
 <!-- ![Operational%20Procedures%20c712dcf4719b468a825938a54d1284c8/image1.png](Operational%20Procedures%20c712dcf4719b468a825938a54d1284c8/image1.png) -->
 
+![Data version controlling](image1.png)
+
+
 MLOps softwares we could use:
 
 - MLflow

docs/MSE Assist/Overview/Current State.md

@@ -2,6 +2,8 @@
 
 # Current State
 
+
+
 <!-- ![Untitled](Current%20State%206ef0ee94a99243d3b2fdfd263ba474a1/Untitled.png) -->
 
 ### Current User Journey

docs/MSE Assist/Overview/Objective.md

@@ -36,6 +36,10 @@ If the input and output languages are specified:
 
 - **Feedback:** Record user feedback (rating and comments) alongside the related query and response.
 
+![Untitled](/img/image2.png)
+![Untitled](/img/image1.png)
+![Untitled](/img/image3.png)
+
 **API Endpoints**
 
 - **Medical Query API Endpoint:**

docs/MSE Assist/References/Frequently asked questions.md

@@ -1,87 +1,33 @@
 # Frequently asked questions
 
-| Category | Antenatal Care
-(ANC) | When to Ask |
+| Category | Antenatal Care (ANC) | When to Ask |
 | --- | --- | --- |
-| General Information | How many months pregnant are
-you? | Asked every time for Initial assessment and follow-ups |
-|  | What was your Last Menstrual Period
-(LMP)? | If EDD is requested / needed for
-response or during initial assessment/ also when user says not felt
-labour pain |
-|  | What is your Estimated Date of
-Delivery (EDD)? | Initial assessment or for labor
-predictions |
-| Medical History | Have you had any complications
-during this pregnancy? | Initial assessment and
-follow-ups |
-|  | Please send us your medical reports
-or prescriptions you have. | When discussing medical conditions
-or treatments |
-| Diet/Nutrition | Are you currently taking any
-vitamins or supplements? | Dietary assessment
-sessions |
-| Symptoms and
-Complaints | Site and character of any pain
-you're experiencing? | When pain is
-mentioned |
-| Medications | What medications have you been
-prescribed, if any? Can you share your prescription with us to help you
-better? | When discussing medical history or
-current symptoms |
-| Follow-up and
-Clarification | Can you explain your question with
-more details, please? | When queries are
-unclear |
-| Other Queries | Have there been any changes to your
-regular activities due to pregnancy? | During initial assessment and
-follow-ups |
+| General Information | How many months pregnant are you? | Asked every time for Initial assessment and follow-ups |
+|  | What was your Last Menstrual Period (LMP)? | If EDD is requested / needed for response or during initial assessment/ also when user says not felt labour pain |
+|  | What is your Estimated Date of Delivery (EDD)? | Initial assessment or for labor predictions |
+| Medical History | Have you had any complications during this pregnancy? | Initial assessment and follow-ups |
+|  | Please send us your medical reports or prescriptions you have. | When discussing medical conditions or treatments |
+| Diet/Nutrition | Are you currently taking any vitamins or supplements? | Dietary assessment sessions |
+| Symptoms and Complaints | Site and character of any pain you're experiencing? | When pain is mentioned |
+| Medications | What medications have you been prescribed, if any? Can you share your prescription with us to help you better? | When discussing medical history or current symptoms |
+| Follow-up and Clarification | Can you explain your question with more details, please? | When queries are unclear |
+| Other Queries | Have there been any changes to your regular activities due to pregnancy? | During initial assessment and follow-ups |
 
-| Category | Postnatal Care
-(ANC) | When to Ask |
+| Category | Postnatal Care (ANC) | When to Ask |
 | --- | --- | --- |
-| General Information | How many days post-delivery are
-you? | Initial assessment and follow-ups,
-when questions about bleeding, diet, size of tummy etc asked |
-|  | Baby's current age? | Every interaction
-post-delivery |
-|  | Type of delivery? | Initial assessment and follow-ups,
-when questions about bleeding, diet, size of tummy etc
-asked |
+| General Information | How many days post-delivery are you? | Initial assessment and follow-ups, when questions about bleeding, diet, size of tummy etc asked |
+|  | Baby's current age? | Every interaction post-delivery |
+|  | Type of delivery? | Initial assessment and follow-ups, when questions about bleeding, diet, size of tummy etc asked |
 | Medical History | Date of delivery? | First postnatal check |
-|  | Please share your
-prescription. | When discussing mother's
-post-delivery medications |
-| Diet/Nutrition | Has the baby started on weaning
-foods? | 6-month check-up or dietary
-assessment |
-| Symptoms and
-Complaints | Duration and character of any
-post-delivery bleeding? | Post-delivery assessments or when
-bleeding is mentioned |
-| Medications | Who prescribed these postnatal
-medicines? | When postnatal medications are
-discussed |
-| Baby Information | Please share a photo of the baby for
-any skin-related queries. | When assessing skin conditions or
-physical complaints |
-|  | Baby's weight at birth and current
-weight? | During check-ups or if there are
-concerns about baby's growth |
-| Hospitalization | Are you still in the
-hospital? | Immediate post-delivery
-period |
-| Follow-up and
-Clarification | Can you clarify if you're asking
-about the baby or mother? | When queries are
-unclear |
-| Feeding | Are you breastfeeding, or is the baby
-on formula milk? | Every pediatric
-interaction |
-| Family Planning | Are you interested in discussing
-contraception? | During postpartum checks or when
-family planning is mentioned |
-| Other Queries | How is your menstrual cycle now
-post-delivery? | Post-delivery check-ups or when
-menstrual concerns arise
+|  | Please share your prescription. | When discussing mother's post-delivery medications |
+| Diet/Nutrition | Has the baby started on weaning foods? | 6-month check-up or dietary assessment |
+| Symptoms and Complaints | Duration and character of any post-delivery bleeding? | Post-delivery assessments or when bleeding is mentioned |
+| Medications | Who prescribed these postnatal medicines? | When postnatal medications are discussed |
+| Baby Information | Please share a photo of the baby for any skin-related queries. | When assessing skin conditions or physical complaints |
+|  | Baby's weight at birth and current weight? | During check-ups or if there are concerns about baby's growth |
+| Hospitalization | Are you still in the hospital? | Immediate post-delivery period |
+| Follow-up and Clarification | Can you clarify if you're asking about the baby or mother? | When queries are unclear |
+| Feeding | Are you breastfeeding, or is the baby on formula milk? | Every pediatric interaction |
+| Family Planning | Are you interested in discussing contraception? | During postpartum checks or when family planning is mentioned |
+| Other Queries | How is your menstrual cycle now post-delivery? | Post-delivery check-ups or when menstrual concerns arise
  |