Dhiren Mathur

Incremental Knowledge Graph updates

7

# Implement Incremental Knowledge Graph Updates ## Problem Currently, the knowledge graph system performs a complete rebuild of both code mapping and inference generation on any update, regardless of the...

Add hidden parameter to all create conversations API

2

## Summary by CodeRabbit - **New Features** - Introduced an option during conversation creation to determine whether a conversation appears in the main interface or is archived immediately. - Refined...

Create a CLI for using potpie locally

13

# Create Development CLI for Local PotPie Usage ## Objective Create a command-line interface for local development interactions with PotPie. ## Commands ### 0. init ```bash potpie start ``` and...

Implement semantic caching for code parsing

2

## Summary - Implemented content-based hashing to optimize LLM usage by reusing docstrings for identical code - Added semantic caching system that works across branches and repositories - Improved docstring...

Support multiple LLMs through Litellm

15

# Replace LangChain Chat Clients with LiteLLM ## Objective Replace all LangChain chat client implementations with LiteLLM while maintaining existing functionality. APIs to manage user's LLM choice and keys and...

Generate Unit Tests for github_service.py

13

**Description:** We need to create unit tests for the `github_service.py` file located in the `app/modules/github/` directory. The goal is to ensure that all functions are thoroughly tested for expected behavior,...

Implement inference caching while knowledge graph generation

4

# Implement Hash-Based Caching for Knowledge Graph Nodes ## Objective Optimize knowledge graph generation across branches by implementing hash-based caching for node inference and embeddings. ## Current Behavior - Complete...

# Centralize Prompt Management System ## Problem Prompts are currently hardcoded across different files, making maintenance and model-specific optimizations difficult. ## Proposed Solution Create a dedicated prompt management system with:...

Add support for Ollama

3

**Overview** Add support for Ollama to enable users to run open source models locally. This feature is required for privacy focused users who do not want to share their code...

Add Potpie to Open Source

2

Adding potpie.ai to the open source list!