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GenAI Tools

Note: Tool Exploring is very important

🛠️ Generative AI Tools for Developers (Extended List)

🔹 Code Assistance & Development

  1. GitHub Copilot – AI-powered code autocompletion inside IDEs.
  2. Tabnine – Context-aware code completions.
  3. Codeium – Free AI coding assistant with autocomplete + chat.
  4. AWS CodeWhisperer – Code suggestions tuned for AWS.
  5. Replit Ghostwriter – Built-in AI for cloud IDE.
  6. Cody by Sourcegraph – AI code search + autocomplete for large codebases.
  7. Polycoder – Open-source AI coding assistant.
  8. OpenAI GPT APIs – Flexible API for custom dev workflows.
  9. Mistral AI Models – High-performance open LLMs for coding + reasoning.
  10. Claude AI API (Anthropic) – Safer, context-aware LLM for dev workflows.

🔹 Multi-Agent & Workflow Orchestration

  1. LangChain – Framework for LLM-powered apps.
  2. LangGraph – Graph-based orchestration for agents.
  3. LlamaIndex – Framework for connecting LLMs to external data.
  4. AutoGen (Microsoft) – Multi-agent conversational framework.
  5. Haystack (deepset) – Pipelines for RAG + search.
  6. CrewAI – Agent orchestration for teams of LLMs.
  7. SuperAGI – Open-source framework for autonomous agents.
  8. Camel-AI – Agent-to-agent roleplay framework.
  9. Semantic Kernel (Microsoft) – Plugin-based orchestration for LLM apps.
  10. FlowiseAI – No-code UI for LangChain-based workflows.

🔹 Debugging, Evaluation & Monitoring

  1. LangFuse – Open-source LLM observability + tracing.
  2. PromptLayer – Manage + track prompt versions.
  3. Weights & Biases (W&B) – ML/GenAI experiment tracking.
  4. Traceloop – LLM observability with OpenTelemetry.
  5. Humanloop – Evaluation + fine-tuning platform.
  6. Helicone – Proxy for logging + analytics on LLM APIs.
  7. Arize Phoenix – Observability for LLM + RAG workflows.
  8. WhyLabs – Monitoring for ML + GenAI.
  9. E2B (Engine to Build) – Secure sandboxes for AI agents.
  10. Lakera Guard – Security layer for prompt injection + jailbreak defense.

🔹 Vector Databases & Search

  1. Pinecone – Managed vector DB for semantic search.
  2. Weaviate – Open-source vector DB with hybrid search.
  3. Qdrant – Fast vector DB for similarity search.
  4. Milvus – Distributed open-source vector DB.
  5. FAISS (Meta) – Library for nearest neighbor search.
  6. Chroma – Open-source embedding + retrieval DB.
  7. Vespa.ai – Scalable search + recommendation engine.
  8. Vald – Cloud-native vector search engine.
  9. Redis (with Vector Search) – In-memory vector similarity.
  10. Elasticsearch (ES + vector) – Hybrid full-text + vector search.

🔹 Model Hosting & APIs

  1. Hugging Face Hub – Models, datasets, inference APIs.
  2. Replicate – Run AI models in the cloud via API.
  3. Modal – Serverless infrastructure for running AI models.
  4. Banana.dev – Fast model deployment APIs.
  5. RunPod – GPU-based hosting for AI apps.
  6. OctoAI – Infrastructure for AI inference at scale.
  7. Anyscale Endpoints – LLM + GenAI API service.
  8. Cerebrium – Deploy models as APIs with autoscaling.
  9. Baseten – Infrastructure for production-ready AI apps.
  10. Lightning AI – ML/GenAI app hosting + scaling.

⚡ This extended set covers: