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      "title": "7 free GitHub resources for learning AI: from your first agent to an LLM built from scratch",
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      "snippet": "If your AI bookmarks folder is growing faster than your actual projects, here’s a more focused list. These seven GitHub resources cover different goals: understanding LLM internals, building your...",
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      "snippet": "it's a collection of 138+ ai apps you can clone and run, each with its own readme and run command. MIT licensed. the starters are probably the most useful bit: a minimal agent in 22 frameworks...",
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      "title": "Everytime the same shit... Another Agent another RAG.",
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      "snippet": "My experience in the AI market goes way back, even before the first version of GPT existed, building vision models for the fashion industry. Now, after exiting my last company, I'm working as a...",
      "url": "https://www.reddit.com/r/Rag/comments/1xnq0q9/everytime_the_same_shit_another_agent_another_rag/",
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        "text": "Let me know if you need beta tester. Sounds interesting",
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      "title": "Embed 100 million sentences in 13 seconds on a CPU. No GPU, no API bill.",
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      "snippet": "I just released fse 2.0, an inference engine for static embedding models (Model2Vec / POTION, static Sentence Transformers models, classic word vectors). It runs on plain CPUs: 100 million...",
      "url": "https://www.reddit.com/r/Rag/comments/1xmjkak/embed_100_million_sentences_in_13_seconds_on_a/",
      "top_comment": {
        "text": "gotta love reddit algorithm, I was just thinking of something like this yesterday. gonna try in my hobby project",
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      "snippet": "I built schemagate (Apache-2.0). Instead of pasting the whole schema into the prompt, it picks only the tables a question needs. It runs offline (BM25 plus a small embedder) and makes no model...",
      "url": "https://www.reddit.com/r/LangChain/comments/1xmfzub/texttosql_retriever_for_langchainlanggraph_that/",
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        "text": "Nice 👍 I don't think I'll ever have a use for it but I'll give a star and an upvote",
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      "snippet": "As a Software Developer, you will work with experienced engineers to design, develop, test, and deploy AI-powered applications, intelligent automation solutions, and efficient and reliable...",
      "url": "https://www.reddit.com/r/PlacementsPrep/comments/1xlsugl/insane_requirement_for_an_entry_level/",
      "top_comment": {
        "text": "It's a whole IT department bruh what the heck",
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      "title": "[Hiring] Full-Stack AI Engineer | Fully Remote Worldwide | $30,352 - $41,390/year",
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      "snippet": "About the role We’re hiring one full-stack AI engineer to join a remote product team. You’ll build AI-powered features end to end, from the model integration and backend to the user interface, and...",
      "url": "https://www.reddit.com/r/Algeriawork/comments/1xql3v6/hiring_fullstack_ai_engineer_fully_remote/",
      "top_comment": {
        "text": "is this offer still on",
        "score": 1,
        "url": "https://www.reddit.com/r/Algeriawork/comments/1xql3v6/_/19sbfpc2cvc5e/"
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      "title": "Government PDFs broke RAG ingestion in 5 quiet ways. Here’s what I found, with LlamaIndex examples.",
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      "snippet": "I build document ingestion tools, and I tested them on real public documents: Federal Reserve releases, Census tables, policy PDFs. Nothing crashed. That was the problem. Everything looked fine...",
      "url": "https://www.reddit.com/r/Rag/comments/1xgjuo7/government_pdfs_broke_rag_ingestion_in_5_quiet/",
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      "title": "Agent memory creates a major authorization vulnerability in vector databases (offline reproduction & benchmark)",
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      "created_utc": 1794259248.403,
      "snippet": "If you're building multi agent systems that persist shared memories or context back to a vector DB, you might have an authorization leak you aren't checking for. A lot of teams assume that just...",
      "url": "https://www.reddit.com/r/LangChain/comments/1xs451t/agent_memory_creates_a_major_authorization/",
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  "preview": "This is a preview: counts, the top communities and 10 of 98 matching items, each with a snippet of the post and its top reply. Every post and comment, live, with 30 day search and keyword streams to Slack, Discord, webhook or email, needs a free key: https://app.redlisten.com/?signup=1&utm_source=redlisten&utm_medium=preview",
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