OPENVIST PROJECT MAP

Find a project for your next task

Explore AI, agents, blockchain and crypto through official sources, concrete tasks and practical guides.

EDITORIAL STARTING POINTS

Start with a documented project

Selected profiles with a clear purpose, supported use cases and source-based guides. Selection is not an execution test or a ranking of project quality.

InfrastructureLocalai

An open-source, self-hosted AI engine and API layer for running models locally across language, vision, voice, image, and video tasks.

Builder toolsOpenAI Agents SDK

An open-source, MIT-licensed Python framework for building and coordinating multi-agent LLM workflows. It supports configurable agents, tool use, handoffs and tracing.

InfrastructureLight Protocol

An open-source Rust protocol for ZK compression on Solana. Its stated purpose is to reduce the cost or footprint of Solana state using zero-knowledge compression.

Builder toolsVelora SDK

An open-source TypeScript SDK for calling the Velora API and accessing aggregated decentralized-exchange liquidity and rates.

DOCUMENTED STARTING POINTS

216 projects

Selected for a documented reader task. Source review does not claim an execution test.

AI Models

Bluebert

BlueBERT is a pretrained BERT language model for biomedical NLP, accompanied by Python code, model files and preprocessed PubMed text.

Guide: Fine-tune BlueBERT for sentence similarity

Local & Self-hosted AI

Bodhi App

Bodhi App is an open-source application for running open-source or open-weight language models locally, managing compatible model files, and providing a chat interface and OpenAI-compatible APIs.

Guide: Start Bodhi App in Docker with the CPU image

Developer Tools

Bokken

Bokken is a self-hosted Solana program debugging environment that emulates selected runtime behavior and runs programs compiled for the developer’s native system.

Guide: Set up a native-compiled program with Bokken

Chat & Assistants

Chatbot — Koziev

Chatbot — Koziev is a Python-based Russian-language conversational question-answering system that combines dialogue models, fact retrieval, profile-specific data and scripted rules, with a documented Docker launch as a Telegram bot.

Guide: Start the chatbot as a Telegram bot

RAG & Knowledge Systems

Chatbot with PDF for Semantic Search

Chatbot with PDF for Semantic Search is an open-source Python code example for building a Streamlit chatbot that answers natural-language questions about a document collection through semantic search.

Guide: Launch the Pinecone Streamlit example

Chat & Assistants

ChatGPT

ChatGPT is OpenAI’s conversational assistant for writing, explanations, coding and work with documents or images. The web product and its official apps share one identity; developer API access is a separate service.

Guide: Summarize a document with traceable checks

RAG & Knowledge Systems

Chromadb Tutorial

Chromadb Tutorial is a public GitHub repository of beginner-oriented Python lessons for managing Chroma collections of embeddings, with a README and scripts organized around individual tasks.

Guide: Explore the ChromaDB tutorial’s collection examples

Image & Video AI

Clip Caption Reward

Clip Caption Reward is a Python and PyTorch research project for fine-grained image captioning using a CLIP-based reward.

Guide: Install the CLIP-Caption-Reward Python package

AI Infrastructure & Serving

Cloud AI SDK

Cloud AI SDK is a repository of model recipes, tutorials, sample applications and utilities for deep-learning inference on Qualcomm Cloud AI accelerator platforms.

Guide: Run the documented YOLOv8 Triton example

AI Evaluation & Observability

Clue

CLUE is a Chinese language-understanding benchmark resource that provides representative task datasets, pretrained-model baselines, corpora and leaderboard results for comparing systems.

Guide: Run a CLUE classification baseline

NFTs & Gaming

Cnft Minter Demo

Cnft Minter Demo is a Next.js web application that demonstrates minting compressed NFTs on Solana through Solana Pay QR codes. Built with TypeScript, it includes Next.js API routes and is associated with Metaplex Bubblegum.

Guide: Start the Next.js development server

Exchanges & Trading

Coinex

Coinex is a PHP-based digital-currency exchange application repository.

Guide: Prepare the documented CoinEx exchange application structure

Market Data & Analytics

CoinGecko

CoinGecko aggregates cryptoasset market data and metadata, including prices, trading volume, market capitalization and contract addresses. It also provides developer APIs.

Guide: Choose a CoinGecko data integration

Market Data & Analytics

CoinMarketCap

CoinMarketCap provides cryptoasset metadata, market views and developer APIs. It is a data provider and research interface, with documentation for identifiers and API workflows.

Guide: Plan a CoinMarketCap data request

Audio & Voice AI

Comfyui QWEN3 Tts

Comfyui QWEN3 Tts is a Python custom-node suite that integrates Qwen3-TTS models with ComfyUI for speech generation, voice design, voice cloning and fine-tuning.

Guide: Install the custom nodes in ComfyUI

Developer Tools

Compressed NFT Example Code

Compressed NFT Example Code is a public TypeScript repository demonstrating Solana state compression and workflows for creating, retrieving and transferring compressed NFTs.

Guide: Set up the repository for local exploration