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"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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] | p | Carlos had a follow up question before we jump into the next piece, which is around the quality of these open source models and how you deal with that, because it does seem that OpenAI, the GPT-3 four, is still quite a. | [
"blog",
"blog/llm-complex-search-copilot"
] | 13,372 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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"blog",
"blog/llm-complex-search-copilot"
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[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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] | p | So what we suggest is have open llms as a backup. | [
"blog",
"blog/llm-complex-search-copilot"
] | 13,375 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/llm-complex-search-copilot/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(43) | [
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] | p | So at a point in time, I know it will be subpar, but something subpar might be a little better than breakdown of your complete system. | [
"blog",
"blog/llm-complex-search-copilot"
] | 13,376 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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"blog",
"blog/llm-complex-search-copilot"
] | 13,377 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
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] | p | What we’ve done is that when we’re building large scale products, we basically tend to put an ecosystem behind or a backup behind, which is like, if the token rate is not what we want, if it’s not working, it’s taking too long, we automatically switch to a redundant version, which is open source. | [
"blog",
"blog/llm-complex-search-copilot"
] | 13,378 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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"blog",
"blog/llm-complex-search-copilot"
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[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
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[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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"blog",
"blog/llm-complex-search-copilot"
] | 13,384 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/llm-complex-search-copilot/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(44) | [
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] | p | I know we’re kind of running low on time, so feel free to jump back into it and talk fast. | [
"blog",
"blog/llm-complex-search-copilot"
] | 13,385 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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"blog",
"blog/llm-complex-search-copilot"
] | 13,389 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/llm-complex-search-copilot/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(46) | [
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"blog",
"blog/llm-complex-search-copilot"
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[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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] | p | Yeah, we’ve got about six to eight minutes left. | [
"blog",
"blog/llm-complex-search-copilot"
] | 13,392 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/llm-complex-search-copilot/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(48) | [
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"blog",
"blog/llm-complex-search-copilot"
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[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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] | p | Okay, so I’ll cover one important thing of why I built my company, Traversaal.ai. | [
"blog",
"blog/llm-complex-search-copilot"
] | 13,394 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/llm-complex-search-copilot/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(48) | [
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] | p | This is a great slide to see what everyone is doing everywhere. | [
"blog",
"blog/llm-complex-search-copilot"
] | 13,395 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/llm-complex-search-copilot/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(48) | [
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"blog",
"blog/llm-complex-search-copilot"
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[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
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[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
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] | p | Imagine the concern with this is that you actually have to think about every single product that you have to pick up because you have to meticulously go through, oh, for this I need this. | [
"blog",
"blog/llm-complex-search-copilot"
] | 13,399 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
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[
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"blog",
"blog/llm-complex-search-copilot"
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[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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"blog",
"blog/llm-complex-search-copilot"
] | 13,403 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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] | p | And I’ll show you with a very simple example. | [
"blog",
"blog/llm-complex-search-copilot"
] | 13,404 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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] | p | And in this what we have is we have any kind of data format, pretty much that you have any kind of integrations which you need, for example, any applications. | [
"blog",
"blog/llm-complex-search-copilot"
] | 13,407 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/llm-complex-search-copilot/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(49) | [
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"blog",
"blog/llm-complex-search-copilot"
] | 13,408 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/llm-complex-search-copilot/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(49) | [
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"blog",
"blog/llm-complex-search-copilot"
] | 13,409 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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] | p | So basically, if you’re looking for Internet search to come in any kind of llms that are in the market, and vector databases, you see Qdrant right here. | [
"blog",
"blog/llm-complex-search-copilot"
] | 13,410 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/llm-complex-search-copilot/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(50) | [
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] | p | Hamza Farooq: | [
"blog",
"blog/llm-complex-search-copilot"
] | 13,411 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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] | p | And what kind of applications that are needed? | [
"blog",
"blog/llm-complex-search-copilot"
] | 13,412 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
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] | p | You need something which is a job matching tool or a copilot. | [
"blog",
"blog/llm-complex-search-copilot"
] | 13,415 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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] | p | So if you’ve built a one stop shop where a lot of times when a customer comes in, usually they don’t come to us and say we need a pine cone or we need a Qdrant or we need a local llama, they say, this is the problem you’re trying to solve. | [
"blog",
"blog/llm-complex-search-copilot"
] | 13,416 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/llm-complex-search-copilot/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(50) | [
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] | p | And we are coming from a problem solving initiative from our company is that we got this. | [
"blog",
"blog/llm-complex-search-copilot"
] | 13,417 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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] | p | You don’t have to hire three ML engineers and two NLP research scientists and three people from here for the cost of two people. | [
"blog",
"blog/llm-complex-search-copilot"
] | 13,418 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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] | p | We can do an entire end to end implementation. | [
"blog",
"blog/llm-complex-search-copilot"
] | 13,419 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/llm-complex-search-copilot/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(50) | [
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] | p | Because what we have is 80% product which is built and we can tune the 20% to what you need. | [
"blog",
"blog/llm-complex-search-copilot"
] | 13,420 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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] | p | Listen to this podcast and sort of. | [
"blog",
"blog/llm-complex-search-copilot"
] | 13,423 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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[
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] | p | Sorry, stop sharing what we have been doing with them and sort of just goes in that direction that we can do these things pretty fast and we tend to update. | [
"blog",
"blog/llm-complex-search-copilot"
] | 13,426 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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] | p | I want to just cover one slide. | [
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"blog/llm-complex-search-copilot"
] | 13,427 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/llm-complex-search-copilot/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(52) | [
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[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
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[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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[
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] | p | I think one thing we don’t talk about is UX experience. | [
"blog",
"blog/llm-complex-search-copilot"
] | 13,431 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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[
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"blog",
"blog/llm-complex-search-copilot"
] | 13,434 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/llm-complex-search-copilot/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(53) | [
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] | p | Like you’re like, oh, I know how to use it and you can already find problems with it, which means that they’ve done a great job thinking about a user experience. | [
"blog",
"blog/llm-complex-search-copilot"
] | 13,435 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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] | p | I predict one main thing. | [
"blog",
"blog/llm-complex-search-copilot"
] | 13,436 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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"blog",
"blog/llm-complex-search-copilot"
] | 13,437 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/llm-complex-search-copilot/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(53) | [
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"blog",
"blog/llm-complex-search-copilot"
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[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
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] | p | So this user experience, they are going to be, their worth is going to be inequal in gold. | [
"blog",
"blog/llm-complex-search-copilot"
] | 13,439 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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"blog",
"blog/llm-complex-search-copilot"
] | 13,440 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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"blog",
"blog/llm-complex-search-copilot"
] | 13,441 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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"blog",
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] | 13,442 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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] | p | Yeah, I 100% agree with that, actually. | [
"blog",
"blog/llm-complex-search-copilot"
] | 13,443 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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] | p | Imagine you have seen some of the work from Linus Lee from notion and how notion is trying to add in the clicks. | [
"blog",
"blog/llm-complex-search-copilot"
] | 13,447 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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] | p | Instead of having to always chat with the LLM, you can just point and click and give it things that you want to do. | [
"blog",
"blog/llm-complex-search-copilot"
] | 13,448 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/llm-complex-search-copilot/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(56) | [
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] | p | I noticed with the demo that you shared, it was very much that, like, you’re highlighting things that you like to do and you’re narrowing that search and you’re giving it more context without having to type in. | [
"blog",
"blog/llm-complex-search-copilot"
] | 13,449 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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"blog",
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[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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"blog/llm-complex-search-copilot"
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[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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"blog",
"blog/llm-complex-search-copilot"
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[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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"blog",
"blog/llm-complex-search-copilot"
] | 13,458 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
] | /blog/llm-complex-search-copilot/ | html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(60) | [
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"blog",
"blog/llm-complex-search-copilot"
] | 13,459 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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] | p | And you’re also teaching on Maven. | [
"blog",
"blog/llm-complex-search-copilot"
] | 13,460 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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"blog",
"blog/llm-complex-search-copilot"
] | 13,461 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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"blog",
"blog/llm-complex-search-copilot"
] | 13,462 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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"blog",
"blog/llm-complex-search-copilot"
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[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
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[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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] | p | I think, again, it’s a pleasure and an honor and thank you for letting. | [
"blog",
"blog/llm-complex-search-copilot"
] | 13,467 |
[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
"Transcript:"
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[
"Building LLM Powered Applications in Production - Hamza Farooq | Vector Space Talks - Qdrant",
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[
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] | p | Lot because when you go to your customers, you realize that you need the UX and all those different things. | [
"blog",
"blog/llm-complex-search-copilot"
] | 13,471 |
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