This is the audio podcast version of Troy Hunt's weekly update video published here: https://www.troyhunt.com/tag/weekly-update/
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المحتوى المقدم من Neo4j, Inc, Jason Koo, Jennifer Reif, Andreas Kollegger, and Alison Cossette. يتم تحميل جميع محتويات البودكاست بما في ذلك الحلقات والرسومات وأوصاف البودكاست وتقديمها مباشرة بواسطة Neo4j, Inc, Jason Koo, Jennifer Reif, Andreas Kollegger, and Alison Cossette أو شريك منصة البودكاست الخاص بهم. إذا كنت تعتقد أن شخصًا ما يستخدم عملك المحمي بحقوق الطبع والنشر دون إذنك، فيمكنك اتباع العملية الموضحة هنا https://ar.player.fm/legal.
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GenAI solutions with LangChain: Lance Martin on LLMs, agents, evals, and more!
Manage episode 398628480 series 2896282
المحتوى المقدم من Neo4j, Inc, Jason Koo, Jennifer Reif, Andreas Kollegger, and Alison Cossette. يتم تحميل جميع محتويات البودكاست بما في ذلك الحلقات والرسومات وأوصاف البودكاست وتقديمها مباشرة بواسطة Neo4j, Inc, Jason Koo, Jennifer Reif, Andreas Kollegger, and Alison Cossette أو شريك منصة البودكاست الخاص بهم. إذا كنت تعتقد أن شخصًا ما يستخدم عملك المحمي بحقوق الطبع والنشر دون إذنك، فيمكنك اتباع العملية الموضحة هنا https://ar.player.fm/legal.
- Tools of the Month:
- Streamlit https://streamlit.io/
- Ollama https://ollama.ai/
- Git https://git-scm.com/
- Speaker Resources:
- LLMs as kernel of a new kind of OS https://twitter.com/karpathy/status/1707437820045062561?s=20
- LangChain and LangServ Templates Apps (Neo4j example) https://www.youtube.com/watch?v=OV2ZIWFBe0s, https://docs.google.com/presentation/d/1J4h4oGXORtiz1nhHfSF-UtvtlqkfHByD0v2MOwKXBwY/edit#slide=id.g265aec74fa4_0_353
- Components of RAG https://docs.google.com/presentation/d/10vojKKq-6li4JBEIx0hDCvbMkPGzMd3J_xnrRxyk6gc/edit#slide=id.g2667b2f6516_0_14
- Motivation for graph RAG https://www.glean.com/blog/how-to-build-an-ai-assistant-for-the-enterprise
- Evaluation https://docs.smith.langchain.com/category/testing--evaluation
- Articles:
- Why Vector Search Didn’t Work for Your RAG Solution? https://neo4j.com/developer-blog/why-vector-search-didnt-work-rag/
- YouTube Transcripts Into Knowledge Graphs for RAG Applications https://medium.com/neo4j/youtube-transcripts-knowledge-graphs-for-rag-applications-2cc790543d4b
- NeoDash 2.4: Unleashing the Power of Neo4j Graph Dashboards https://medium.com/neo4j/neodash-2-4-unleashing-the-power-of-neo4j-graph-dashboards-52766f0188dc
- Building a Graph+LLM Powered RAG Application from PDF Documents https://medium.com/neo4j/building-a-graph-llm-powered-rag-application-from-pdf-documents-24225a5baf01
- Unlocking DAGs in Neo4j: From Basics to Critical Path Analysis https://medium.com/neo4j/unlocking-dags-in-neo4j-from-basics-to-critical-path-analysis-792cc8a04ff1
- Videos:
- Events:
- (Feb 5) Conference (Stockholm, Sweden): JFokus https://neo4j.com/event/jfokus-2024/
- (Feb 8) Meetup (Kansas City, MO): Improved Results with Vector Search in Knowledge Graphs https://neo4j.com/event/improved-results-with-vector-search-in-knowledge-graphs/
- (Feb 13) Meetup (Brisbane, Australia): Graph Database Brisbane https://neo4j.com/event/graph-database-brisbane-meetup-feb-edition/
- (Feb 21) Meetup (virtual): Hallucination-Free Zone: LLMs + Graph Databases Got Your Back! https://neo4j.com/event/hallucination-free-zone-llms-graph-databases-got-your-back/
- (Feb 22) Conference (London, UK): GraphSummit London https://neo4j.com/event/graphsummit-london-feb24/
- (Feb 22) Conference (San Francisco, CA): DeveloperWeek https://neo4j.com/event/developerweek/
- (Feb 23) Meetup (Bangalore, India): Hands-on workshop on GenAI Stack https://neo4j.com/event/hands-on-workshop-on-gen-ai-stack/
- (Feb 28) Conference (Amsterdam, Netherlands): DevWorld 2024 https://neo4j.com/event/devworld-2024/
36 حلقات
Manage episode 398628480 series 2896282
المحتوى المقدم من Neo4j, Inc, Jason Koo, Jennifer Reif, Andreas Kollegger, and Alison Cossette. يتم تحميل جميع محتويات البودكاست بما في ذلك الحلقات والرسومات وأوصاف البودكاست وتقديمها مباشرة بواسطة Neo4j, Inc, Jason Koo, Jennifer Reif, Andreas Kollegger, and Alison Cossette أو شريك منصة البودكاست الخاص بهم. إذا كنت تعتقد أن شخصًا ما يستخدم عملك المحمي بحقوق الطبع والنشر دون إذنك، فيمكنك اتباع العملية الموضحة هنا https://ar.player.fm/legal.
- Tools of the Month:
- Streamlit https://streamlit.io/
- Ollama https://ollama.ai/
- Git https://git-scm.com/
- Speaker Resources:
- LLMs as kernel of a new kind of OS https://twitter.com/karpathy/status/1707437820045062561?s=20
- LangChain and LangServ Templates Apps (Neo4j example) https://www.youtube.com/watch?v=OV2ZIWFBe0s, https://docs.google.com/presentation/d/1J4h4oGXORtiz1nhHfSF-UtvtlqkfHByD0v2MOwKXBwY/edit#slide=id.g265aec74fa4_0_353
- Components of RAG https://docs.google.com/presentation/d/10vojKKq-6li4JBEIx0hDCvbMkPGzMd3J_xnrRxyk6gc/edit#slide=id.g2667b2f6516_0_14
- Motivation for graph RAG https://www.glean.com/blog/how-to-build-an-ai-assistant-for-the-enterprise
- Evaluation https://docs.smith.langchain.com/category/testing--evaluation
- Articles:
- Why Vector Search Didn’t Work for Your RAG Solution? https://neo4j.com/developer-blog/why-vector-search-didnt-work-rag/
- YouTube Transcripts Into Knowledge Graphs for RAG Applications https://medium.com/neo4j/youtube-transcripts-knowledge-graphs-for-rag-applications-2cc790543d4b
- NeoDash 2.4: Unleashing the Power of Neo4j Graph Dashboards https://medium.com/neo4j/neodash-2-4-unleashing-the-power-of-neo4j-graph-dashboards-52766f0188dc
- Building a Graph+LLM Powered RAG Application from PDF Documents https://medium.com/neo4j/building-a-graph-llm-powered-rag-application-from-pdf-documents-24225a5baf01
- Unlocking DAGs in Neo4j: From Basics to Critical Path Analysis https://medium.com/neo4j/unlocking-dags-in-neo4j-from-basics-to-critical-path-analysis-792cc8a04ff1
- Videos:
- Events:
- (Feb 5) Conference (Stockholm, Sweden): JFokus https://neo4j.com/event/jfokus-2024/
- (Feb 8) Meetup (Kansas City, MO): Improved Results with Vector Search in Knowledge Graphs https://neo4j.com/event/improved-results-with-vector-search-in-knowledge-graphs/
- (Feb 13) Meetup (Brisbane, Australia): Graph Database Brisbane https://neo4j.com/event/graph-database-brisbane-meetup-feb-edition/
- (Feb 21) Meetup (virtual): Hallucination-Free Zone: LLMs + Graph Databases Got Your Back! https://neo4j.com/event/hallucination-free-zone-llms-graph-databases-got-your-back/
- (Feb 22) Conference (London, UK): GraphSummit London https://neo4j.com/event/graphsummit-london-feb24/
- (Feb 22) Conference (San Francisco, CA): DeveloperWeek https://neo4j.com/event/developerweek/
- (Feb 23) Meetup (Bangalore, India): Hands-on workshop on GenAI Stack https://neo4j.com/event/hands-on-workshop-on-gen-ai-stack/
- (Feb 28) Conference (Amsterdam, Netherlands): DevWorld 2024 https://neo4j.com/event/devworld-2024/
36 حلقات
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