I am seeking a highly skilled developer to create a custom connector for Prompt Mixer that integrates with LangChain and PGVector, focusing primarily on chatbot functionality. The connector will enable Prompt Mixer to utilize a few select models from OpenAI, seamlessly integrating these models through LangChain's framework. Additionally, the connector must include functionality to connect to a PostgreSQL database using PGVector for vector data storage.
**Requirements:**
1. **Development Language:** TypeScript.
2. **Integration:**
- Integrate selected OpenAI models via the LangChain framework.
- Integrate PGVector for storing and retrieving vector data in a PostgreSQL database.
- Implement functionality that allows for a dynamic OpenAI API key and PostgreSQL connection string to be provided by the user.
3. **Functionality:**
- The connector should function as a robust chat engine within Prompt Mixer, leveraging the capabilities of LangChain for natural language processing and interaction.
- Include error handling and logging to ensure smooth operation and troubleshooting.
4. **Documentation and Resources:**
- Reference our guide on creating custom connectors:
https://docs.promptmixer.dev/tutorial-extras/create-a-custom-connector
- LangChain's documentation for chat engines:
https://js.langchain.com/docs/use_cases/chatbots/quickstart
- Integration details for PGVector:
https://js.langchain.com/docs/integrations/vectorstores/pgvector
- The development must consider the framework used in these existing connectors for cohesion and compatibility:
- OpenAI connector:
https://github.com/PromptMixerDev/prompt-mixer-open-ai-connector
- LangChain with Tavily and OpenAI connector:
https://github.com/PromptMixerDev/prompt-mixer-langchain-tavily-search-openai-connector
- Ollama connector:
https://github.com/PromptMixerDev/prompt-mixer-ollama-connector
**Deliverables:**
1. **Custom Connector Code:**
- The complete, commented TypeScript code for the connector.
- Necessary configuration files.
2. **Testing:**
- Detailed testing documentation demonstrating the integration process and functionality with Prompt Mixer.
3. **Documentation:**
- A comprehensive guide explaining how to install, configure, and use the connector within Prompt Mixer.
4. **Deployment:**
- Steps for deploying the connector, including any environment setup.
5. **Support:**
- Commit to initial setup support and the possibility of future modifications based on feedback and evolving requirements.
**Project Timeframe:**
- Please provide an estimated timeframe for the completion of this project upon bidding.
Plazo de Entrega: No definido