GenAI-Roadmap-with-Notes-and-Projects
A comprehensive learning path and practical guide for Generative AI development with hands-on LangChain implementations and detailed notes.
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- 01-openai-agents-sdk.md
- 02-anthropic-claude-agent-sdk.md
- 03-langgraph-stateful-agents.md
- 04-pydantic-ai-instructor.md
- 05-guardrails-retries-fallbacks.md
- 06-agent-memory-patterns.md
- blogs.md
- books.md
- communities.md
- courses.md
- papers.md
- README.md
- tools.md
- 01-context-budgeting.md
- 02-system-prompt-design.md
- 03-context-distillation.md
- 04-prompt-injection-defense.md
- 05-extended-thinking-models.md
- agent-orchestration.mmd
- evals-loop.mmd
- mcp-architecture.mmd
- rag-stack.mmd
- choosing-a-vector-db.md
- choosing-an-agent-sdk.md
- fine-tune-or-not.md
- open-weight-model-selection.md
- rag-vs-long-context.md
- self-host-vs-api.md
- from-backend-engineer.md
- from-data-engineer.md
- from-data-scientist.md
- from-frontend-engineer.md
- from-ml-engineer.md
- from-zero.md
- README.md
- 01-golden-datasets.md
- 02-llm-as-judge.md
- 03-promptfoo.md
- 04-deepeval-ragas.md
- 05-online-vs-offline.md
- 06-statistical-rigor.md
- 01-the-ai-engineer-role.md
- 02-skills-that-get-you-hired.md
- 03-interview-loop-anatomy.md
- 04-portfolio-strategy.md
- 05-salary-bands.md
- 06-job-market-trends.md
- README.md
- 01-when-not-to-finetune.md
- 02-lora-qlora-dpo-orpo.md
- 03-vllm-sglang-tgi.md
- 04-quantization.md
- 05-breakeven-math.md
- 00-transformers-deep-dive.md
- 01-tokenization-economics.md
- 02-kv-cache-and-inference.md
- 03-mixture-of-experts.md
- 99-history-of-nlp.md
- 01-openai-api.md
- 02-anthropic-api.md
- 03-gemini-api.md
- 04-structured-outputs.md
- 05-streaming-patterns.md
- 06-prompt-caching.md
- 07-multimodal-inputs.md
- 01-orchestration-topologies.md
- 02-handoff-protocols.md
- 03-langgraph-vs-crewai-vs-autogen-vs-adk.md
- 04-long-horizon-tasks.md
- 05-sub-agent-design.md
- 01-cost-engineering.md
- 02-latency-slos.md
- 03-observability-opentelemetry.md
- 04-failure-mode-taxonomy.md
- 05-incident-response.md
- 06-model-versioning-migration.md
- eval_runner.py
- golden.jsonl
- README.md
- __init__.py
- test_smoke.py
- DEPLOYMENT.md
- Dockerfile
- Makefile
- pyproject.toml
- README.md
- eval_runner.py
- golden.jsonl
- README.md
- __init__.py
- test_smoke.py
- DEPLOYMENT.md
- Dockerfile
- Makefile
- pyproject.toml
- README.md
- eval_runner.py
- golden.jsonl
- README.md
- __init__.py
- test_smoke.py
- DEPLOYMENT.md
- Dockerfile
- Makefile
- pyproject.toml
- README.md
- eval_runner.py
- golden.jsonl
- README.md
- __init__.py
- test_smoke.py
- DEPLOYMENT.md
- Dockerfile
- Makefile
- pyproject.toml
- README.md
- eval_runner.py
- golden.jsonl
- README.md
- __init__.py
- test_smoke.py
- DEPLOYMENT.md
- Dockerfile
- Makefile
- pyproject.toml
- README.md
- eval_runner.py
- golden.jsonl
- README.md
- __init__.py
- test_smoke.py
- DEPLOYMENT.md
- Dockerfile
- Makefile
- pyproject.toml
- README.md
- eval_runner.py
- golden.jsonl
- README.md
- __init__.py
- test_smoke.py
- DEPLOYMENT.md
- Dockerfile
- Makefile
- pyproject.toml
- README.md
- eval_runner.py
- golden.jsonl
- README.md
- __init__.py
- test_smoke.py
- DEPLOYMENT.md
- Dockerfile
- Makefile
- pyproject.toml
- README.md
- eval_runner.py
- golden.jsonl
- README.md
- __init__.py
- test_smoke.py
- DEPLOYMENT.md
- Dockerfile
- Makefile
- pyproject.toml
- README.md
- eval_runner.py
- golden.jsonl
- README.md
- __init__.py
- test_smoke.py
- DEPLOYMENT.md
- Dockerfile
- Makefile
- pyproject.toml
- README.md
- eval_runner.py
- golden.jsonl
- README.md
- __init__.py
- test_smoke.py
- DEPLOYMENT.md
- Dockerfile
- Makefile
- pyproject.toml
- README.md
- eval_runner.py
- golden.jsonl
- README.md
- __init__.py
- test_smoke.py
- DEPLOYMENT.md
- Dockerfile
- Makefile
- pyproject.toml
- README.md
- eval_runner.py
- golden.jsonl
- README.md
- __init__.py
- test_smoke.py
- DEPLOYMENT.md
- Dockerfile
- Makefile
- pyproject.toml
- README.md
- eval_runner.py
- golden.jsonl
- README.md
- __init__.py
- test_smoke.py
- DEPLOYMENT.md
- Dockerfile
- Makefile
- pyproject.toml
- README.md
- eval_runner.py
- golden.jsonl
- README.md
- __init__.py
- test_smoke.py
- DEPLOYMENT.md
- Dockerfile
- Makefile
- pyproject.toml
- README.md
- README.md
- 01-chunking-strategies.md
- 02-embedding-model-selection.md
- 03-hybrid-search.md
- 04-reranking.md
- 05-agentic-rag.md
- 06-graphrag.md
- 07-multimodal-rag.md
- 08-long-context-vs-rag.md
- 01-openai-realtime-api.md
- 02-gemini-live.md
- 03-vad-and-interruption.md
- 01-prompt-injection-taxonomy.md
- 02-garak-pyrit.md
- 03-output-filtering.md
- 04-model-cards-and-audits.md
- 05-responsible-ai-patterns.md
- 01-function-calling-across-providers.md
- 02-mcp-architecture.md
- 03-writing-an-mcp-server.md
- 04-computer-use.md
- 05-code-execution-sandboxes.md
- AUDIT_AND_REBUILD.md
- CHANGELOG.md
- CODE_OF_CONDUCT.md
- CONTRIBUTING.md
- LAST_VERIFIED.md
- LICENSE
- LICENSE.md
- README.md
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