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46 Commits

Author SHA1 Message Date
Anush
d1ddc8142d docs: Updated README.md (#550) 2025-08-11 13:29:45 +05:30
Dmitrii Ogn
4c239b11d5 Custom rerankers support (#496) 
* Custom rerankers support

* Test for reranker_custom_model

* test fix

* Model description type fix

* Test fix

* fix: fix naming

* fix: remove redundant arg from tests

* new: update readme

---------

Co-authored-by: George Panchuk <george.panchuk@qdrant.tech>
 2025-03-16 20:02:58 +03:00
George
5bd5c0a0f0 fix: fix colpali preprocessing, add examples to readme (#487) 2025-02-26 12:51:13 +01:00
Hossam Hagag
adfc03ed0d Improve models cache progressbar (#406) 
* chore: Remove typing hints of Python less than 3.9

* chore: Removed optional from cache as it cannot be undefined

* improve: Turned off progress bar of huggingface models if cached
 2024-11-21 12:47:46 +02:00
George
e868bbaebc new: add reranker example to readme (#390) 
* new: add reranker example to readme

* Update README.md

Co-authored-by: Anush  <anushshetty90@gmail.com>

* fix: compute the scores

---------

Co-authored-by: Anush <anushshetty90@gmail.com>
 2024-11-07 17:31:13 +01:00
Hossam Hagag
dab4dcc99a chore: Updating docs of installing fastembed-gpu (#344) 
* chore: Updating docs of installing fastembed-gpu

* chore: updated common issues

* chore: Update gcp setup

* chore: Updated an example of installing cuda12 and cudnn9 on ubuntu 22.04

* rephrasing

* update readme

---------

Co-authored-by: George Panchuk <george.panchuk@qdrant.tech>
 2024-09-24 17:09:35 +02:00
Anush
1bf72922ce docs: fixed README.md examples (#298) 2024-07-17 17:49:29 +05:30
Dmitrii Ogn
54e0f38914 Update README.md (#295) 2024-07-11 13:39:19 +03:00
Andrey Vasnetsov
29cfcda056 add examples with supported typed of models into readme (#271) 
* add examples with supported typed of models into readme

* fix link

* Update README.md

Co-authored-by: George <george.panchuk@qdrant.tech>

* Update README.md

Co-authored-by: George <george.panchuk@qdrant.tech>

* Update README.md

Co-authored-by: George <george.panchuk@qdrant.tech>

---------

Co-authored-by: George <george.panchuk@qdrant.tech>
 2024-06-13 10:58:48 +02:00
George
01097708fe new: add gpu example, update readme (#256) 2024-06-04 20:30:23 +02:00
George
ec8f06978f new: update readme for CUDA 12.x, add warning for version conflicts (#239) 
* new: update readme for CUDA 12.x, add warning about onnxruntime-gpu and cuda compatibility

* fix: change warning type

* new: update readme
 2024-05-14 21:43:03 +02:00
George
d8c592032b new: allow users to override providers (#214) 
* new: add gpu support, allow users to override providers

* fix: update poetry.lock

* fix: fix type hint for 3.8

* [readme] Remove similar work

* [README] Add GPU support for FastEmbed library

* [README]  Add device check

* fix: revert changes to pyproject and lock, update readme

* Update poetry.lock

* new: add type alias for providers, add explicit providers to embeddings

---------

Co-authored-by: Nirant Kasliwal <nirant.bits@gmail.com>
Co-authored-by: Nirant <NirantK@users.noreply.github.com>
 2024-05-03 18:31:22 +02:00
Arun
432da42c11 fix links (#215) 2024-04-27 22:24:29 +05:30
George
ae35a96bcb new: simplify imports (#171) 
* new: simplify imports

* refactoring: update import
 2024-04-01 12:58:26 +05:30
Nirant
9ffde58df6 Getting Started Improvements (#138) 
* Update FastEmbed README.md

* Rewrite GettingStarted to use TextEmbedding instead of DefaultEmbedding

* Improve grammar

* Update Getting Started.ipynb with model information and document format
 2024-03-07 17:01:11 +05:30
Anush
98141cc8d3 feat: Added nomic-embed-text-v1 support + formatting changes + import fixes (#118) 
* feat: Added nomic-embed-text-v1 support

* chore: xenova/nomic-embed-text-v1 -> nomic-ai/nomic-embed-text-v1

---------

Co-authored-by: Nirant <NirantK@users.noreply.github.com>
 2024-02-19 14:17:33 +05:30
Kumar Shivendu
c11ba70fbc Update README.md 2024-02-05 07:17:10 +01:00
Kumar Shivendu
ea3ef26fa2 Improve README 2024-02-05 07:07:41 +01:00
Kumar Shivendu
4b1ffb47f0 docs: Describe how to change the model and how to just create embeddings 2024-02-05 11:24:47 +05:30
Kumar Shivendu
d3f5f29ee0 docs: Improve README (#109) 2024-02-05 10:49:45 +05:30
generall
4813b18854 refactoring 
Co-authored-by: George Panchuk <george.panchuk@qdrant.tech>
 2024-02-02 15:12:57 +01:00
Anush
9b63427118 chore: pre-commit formatting (#91) 
* chore: formatting

* chore: formatting

* chore: remove other hooks

* Update poetry lock

---------

Co-authored-by: Nirant Kasliwal <nirant.bits@gmail.com>
 2024-01-16 15:06:54 +05:30
Dominik Weckmüller
bb86b30707 Add typing and numpy import 
typing and numpy import were missing
 2023-11-01 20:20:47 +05:30
Nirant
eaa8c534f3 Fix broken link in README 2023-10-19 15:54:04 +05:30
generall
24dc24b02d implement data-parallel inference and up version 2023-10-16 13:07:07 +02:00
NirantK
e0e7e5721e Add generator note to the comment in Python block 2023-10-05 19:17:32 +05:30
generall
8c6d4d2b52 remove optimum + more test + fix batching embed + ci on other machines 2023-10-03 21:19:58 +02:00
NirantK
5e2ced87f5 * chore(README.md): update links and fix formatting in README.md 2023-09-27 18:00:19 +05:30
NirantK
ba1a12a0f0 * docs(README.md): update description of FastEmbed library 
* fix(README.md): fix typo in the description of FastEmbed library
 2023-09-27 17:59:21 +05:30
NirantK
983964c432 * docs(README.md): update links and descriptions in the README file 
* feat(README.md): add usage example with Qdrant client
 2023-09-27 17:57:51 +05:30
NirantK
c68c1029a4 * docs(README.md): add link to supported models dosc 2023-09-27 17:44:01 +05:30
NirantK
f51afec563 * chore(README.md): remove unnecessary section heading "Under the hood" 
* docs(README.md): update bullet point description in "Why fast?" section
* docs(README.md): update bullet point description in "Why light?" section
* docs(README.md): update bullet point description in
 2023-09-25 17:32:04 +05:30
NirantK
250ccf98aa * docs(README.md): add section on similar work and reference to Ilyas M.'s tweet about using FlagEmbeddings with Optimum over CUDA 2023-09-25 17:30:56 +05:30
NirantK
a9c7378b67 * docs: update README.md and index.md with example link for Retrieval Embedding Generation 2023-08-24 20:29:55 +05:30
NirantK
88b595f3ec * chore: update project description in pyproject.toml 
* docs: update project description in README.md and docs/index.md
 2023-08-24 13:16:46 +05:30
NirantK
2017fdc22a * fix(docs): change method name from encode to embed in DefaultEmbedding class 
* fix(README.md): change method name from encode to embed in Embedding class
* fix(docs/Getting Started.ipynb): change method name from encode to embed in Embedding class
 2023-08-23 09:49:48 +05:30
NirantK
9d51514a03 * fix(README.md): fix typo in import statement, change DefaultEmbedding to FlagEmbedding as Embedding 
* feat(README.md): update example code to use FlagEmbedding with model_name="BAAI/bge-base-en" and max_length=512
 2023-08-22 21:07:47 +05:30
NirantK
bd1570f437 * chore(README.md): update README.md with improved formatting and content 2023-08-22 21:06:37 +05:30
NirantK
a664dfffd2 * docs(README.md): add details about the lightness of FastEmbed library 
* docs(README.md): mention accuracy/recall performance of FastEmbed library compared to OpenAI Ada-002
 2023-08-17 12:47:27 +05:30
Nirant
e7a002f8dd Add Accurate and Fast 2023-08-17 10:36:20 +05:30
Nirant
9fb7c0678f Update README.md 2023-08-17 10:32:29 +05:30
NirantK
b7a21ef713 * chore(README.md): change library name from FastVector to FastEmbed 
* docs(README.md): update installation instructions to use FastEmbed instead of FastVector
 2023-07-17 14:59:46 +05:30
NirantK
fc46684d0c * chore(README.md): clean up and reformat code examples in README.md 
* feat(README.md): update metadata sources in example code
 2023-07-12 19:42:04 +05:30
NirantK
16a05c561d * docs(README.md): update installation instructions to include Qdrant client installation 2023-07-12 18:50:14 +05:30
NirantK
1f59b7c494 * chore(README.md): add installation and usage instructions 
* feat(README.md): add features section
 2023-07-12 18:48:36 +05:30
NirantK
6e37053335 * docs: add CONTRIBUTING.md and README.md files 2023-07-11 18:26:34 +05:30