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Building A Generative AI Platform

Chip Huyen · published 25 July 2024

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1blogs citing
First cited
7 Aug 2024
Most recent
7 Aug 2024
Rank this month
not ranked
Links from this post
52
Words captured
8,113

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In the post
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Hello from Dmytro Zharii | Dmytro Zharii
Links from my inbox 2024-08-06 Read at the source ↗
7 Aug 2024

Links from this post

Link
Host
https://oreillymedia.pxf.io/GmaeBn
oreillymedia.pxf.io
https://arxiv.org/abs/2005.11401
arxiv.org
Chunking Strategies for LLM Applications Read at the source ↗
pinecone.io
https://js.langchain.com/v0.1/docs/modules/data_connection/document_transformers/
js.langchain.com
https://docs.llamaindex.ai/en/stable/optimizing/production_rag/
docs.llamaindex.ai
https://www.youtube.com/watch?v=8OJC21T2SL4
youtube.com
https://arxiv.org/abs/1810.04805
arxiv.org
https://github.com/UKPLab/sentence-transformers
github.com
https://arxiv.org/abs/1702.08734
arxiv.org
https://research.google/blog/announcing-scann-efficient-vector-similarity-search/
research.google
https://github.com/spotify/annoy
github.com
https://github.com/nmslib/hnswlib
github.com
https://arxiv.org/abs/1603.09320
arxiv.org
https://ann-benchmarks.com/
ann-benchmarks.com
https://arxiv.org/abs/2307.03172
arxiv.org
https://www.techradar.com/news/samsung-workers-leaked-company-secrets-by-using-chatgpt
techradar.com
https://www.bloomberg.com/news/articles/2023-05-02/samsung-bans-chatgpt-and-other-generative-ai-use-by-staff-after-leak
bloomberg.com
https://huyenchip.com/2024/01/16/sampling.html
huyenchip.com
https://arxiv.org/abs/2303.08896
arxiv.org
https://arxiv.org/abs/2403.18802
arxiv.org
https://learning.oreilly.com/library/view/ai-engineering/9781098166298/
learning.oreilly.com
https://x.com/JaxWinterbourne/status/1733339886155968714
x.com
https://github.com/Portkey-AI/gateway
github.com
https://mlflow.org/docs/latest/llms/gateway/index.html
mlflow.org
https://github.com/wealthsimple/llm-gateway
github.com
https://docs.truefoundry.com/docs/ai-gateway
docs.truefoundry.com
https://konghq.com/products/kong-ai-gateway
konghq.com
https://developers.cloudflare.com/ai-gateway/
developers.cloudflare.com
https://arxiv.org/pdf/2311.04934
arxiv.org
https://ai.google.dev/gemini-api/docs/caching
ai.google.dev
https://github.com/ggerganov/llama.cpp/blob/master/examples/main/README.md
github.com
https://learning.oreilly.com/library/view/designing-machine-learning/9781098107956/ch08.html
learning.oreilly.com
https://www.amazon.com/Designing-Machine-Learning-Systems-Production-Ready/dp/1098107969?&_encoding=UTF8&tag=chiphuyen-20&linkCode=ur2&linkId=0a1dbab0e76f5996e29e1a97d45f14a5&camp=1789&creative=9325
amazon.com
https://arxiv.org/abs/2404.12272
arxiv.org
https://blog.langchain.dev/announcing-langsmith/
blog.langchain.dev
https://github.com/langchain-ai/langchain
github.com
https://github.com/run-llama/llama_index
github.com
https://github.com/FlowiseAI/Flowise
github.com
https://github.com/langflow-ai/langflow
github.com
https://github.com/deepset-ai/haystack
github.com
https://x.com/luke_metz
x.com
https://www.linkedin.com/in/findalexli/
linkedin.com
https://www.linkedin.com/in/chetantekur/
linkedin.com
https://www.linkedin.com/in/kittipat-bot-kampa-1b1965/
linkedin.com
https://www.linkedin.com/in/hienluu/
linkedin.com
https://www.linkedin.com/in/denyslinkov/
linkedin.com
https://www.linkedin.com/blog/engineering/generative-ai/musings-on-building-a-generative-ai-product?_l=en_US
linkedin.com
https://medium.com/pinterest-engineering/how-we-built-text-to-sql-at-pinterest-30bad30dabff
medium.com
https://medium.com/vimeo-engineering-blog/from-idea-to-reality-elevating-our-customer-support-through-generative-ai-101a2c5ea680
medium.com
https://www.shortwave.com/blog/deep-dive-into-worlds-smartest-email-ai/
shortwave.com
https://engineering.grab.com/llm-powered-data-classification
engineering.grab.com
https://www.uber.com/blog/from-predictive-to-generative-ai/
uber.com