Merge pull request #8 from shamspias/fix/readme

Fix/readme

README.md

@@ -19,7 +19,9 @@ ephemeral conversation storage.
 ## Getting Started
 
 ### Prerequisites for Google Gemini API
-- Get a [Google Gemini AI API key here](https://makersuite.google.com/app/apikey) and add it to Secrets in your Repl with the key GOOGLE_API_KEY.
+
+- Get a [Google Gemini AI API key here](https://makersuite.google.com/app/apikey) and add it to Secrets in your Repl
+  with the key GOOGLE_API_KEY.
 
 ### Prerequisites for langchain-gemini-api
 
@@ -68,7 +70,9 @@ ephemeral conversation storage.
     cd langchain-gemini-api
     pip install -r requirements.txt
     ```
+
 ## Configuration
+
 1. Create a `.env` file in the project directory and add the following:
     ```bash
     GEMINI_API_KEY=<your_google_gemini_api_key> # e.g. "1234567890"
@@ -89,28 +93,28 @@ The API will be available at http://localhost:8000.
 
 ## API Endpoints
 
-- **/conversations/<conversation_id>**: Endpoint for text-based conversations.
-- **/vision-conversations/<conversation_id>**: Endpoint for image-based conversations.
+- **/conversations/<conversation_id>**: Endpoint for text and image based conversations.
 - **/delete/<conversation_id>**: Endpoint to delete conversation data.
 
 ## API Documentation
+
 - **/docs**: [Swagger UI for API documentation](http://127.0.0.1:8000/docs).
 - **/redoc**: [ReDoc UI for API documentation](http://127.0.0.1:8000/redoc).
 
 ## Acknowledgments
+
 - Google Gemini API team
 - [Langchain contributors](https://python.langchain.com/docs/integrations/chat/google_generative_ai)
 - FastAPI community
 
 ## Demo
 
-### Image-Based Conversation
-
-- Coming soon
-
-### Text-Based Conversation
+### Conversation
+#### With telegram bot use this one: https://t.me/rim_nova_bot
+#### This is the telegram bot repo: [Gemini-Telegram-Bot](https://github.com/shamspias/gemini-telegram-bot)
 
-- Coming soon
+![Conversation](/media/images/conversation_1.png)
+![Conversation](/media/images/conversation_2.png)
 
 ### Video
 

app/utils/message_handler.py

@@ -30,6 +30,10 @@ async def send_message_async(
             raise
 
     async def flush_conversation_cache(self, project_id: str):
+        # LLM configuration
+        llm_manager = GeminiLLMManager()
+        history = llm_manager.create_or_get_memory(project_id)
+        history.clear()
         await self.cache_manager.flush_conversation_cache(project_id)
 
     async def save_conversation_config(self, project_id: str, config: Dict):

test/endpoints/delete.http

@@ -1,11 +1,4 @@
 # Test your FastAPI endpoints
 
-GET http://127.0.0.1:8000/
-Accept: application/json
-
-###
-
-GET http://127.0.0.1:8000/hello/User
-Accept: application/json
-
-###
+GET http://127.0.0.1:8000/api/v1/delete/910739946
+Accept: application/json