5 tiers of long-term memory and personalization for LLM applications (in-person workshop)

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  • Опубликовано: 26 дек 2024

Комментарии • 22

  • @manfredmichael_3ia097
    @manfredmichael_3ia097 4 месяца назад +4

    I think there should be a microphone in the middle of the audience. You had an insightful discussion with them, amazing audience!

  • @lovehappykk
    @lovehappykk 7 месяцев назад +6

    ‌‌Wonderful narration

  • @Bragheto
    @Bragheto 7 месяцев назад +2

    This is so valuable! The idea of embedding enrichment with summarizations will be very useful to one of my projects. Thanks a lot for sharing! Congrats from Brazil!

    • @devlearnllm
      @devlearnllm  7 месяцев назад +1

      Glad you found it useful

  • @IdPreferNot1
    @IdPreferNot1 7 месяцев назад +1

    Thanks for sharing these meetings!

    • @devlearnllm
      @devlearnllm  7 месяцев назад

      Hope you found it useful

  • @som6553
    @som6553 Месяц назад

    you're a great teacher!

    • @devlearnllm
      @devlearnllm  Месяц назад

      Thanks! Let me know if you have any feedbacks

  • @ajax_davis
    @ajax_davis 7 месяцев назад +1

    Maybe S tier would be using Reranking (Jina) to also select memories based off the users intent.

  • @danieldesenna7611
    @danieldesenna7611 5 месяцев назад +1

    Great video!! Thanks for sharing the code! One question though:
    Inside A:tier code -> "print_ai_answer" function, you wrote:
    for like in extracted_personality["likes"]:
    text_to_embed = f"The user likes {like}"
    current_embeddings = embedding_client.embed_query(text_to_embed)
    dislike_with_metadata = {
    "id": str(uuid.uuid4()), "values": current_embeddings, "metadata": {"type": "likes", "content": like}
    }
    embeddings.append(dislike_with_metadata)
    Was it not supposed to be something like "likes_with_metadata ={...}" and then "embeddings.append(likes_with_metadata)" ?
    I guess repeating "dislike_with_metadata" does not make a difference for the code functionality, but it was a bit confusing to understand the code for a moment.
    Thanks!

  • @microburn
    @microburn 7 месяцев назад +3

    The camera swivel is an L when you get excited / nervous

    • @devlearnllm
      @devlearnllm  7 месяцев назад +1

      Yeah it’s a bit too sensitive

  • @uddhav.m
    @uddhav.m 6 месяцев назад

    Can anyone share the anthropic system prompt different, can't find it anywhere

  • @lifeoftomi_
    @lifeoftomi_ 7 месяцев назад

    Great stuff man. What’s S-tier though? Maybe I missed it

    • @devlearnllm
      @devlearnllm  7 месяцев назад +7

      I forgot to mentioned the S tier at the end. It's

  • @rexsybimatrimawahyu3292
    @rexsybimatrimawahyu3292 7 месяцев назад

    Is the camera automatic tracking to ur face? Im new into machine learning?

    • @devlearnllm
      @devlearnllm  7 месяцев назад

      Yeah, it's the DJI Pocket 3

  • @__________________________6910
    @__________________________6910 4 месяца назад +5

    No, I know why you want long-term memory-because your AI girlfriend doesn't remember your past conversations. She forgets you, that's why.