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119 Commits

Author SHA1 Message Date
NirantK
eaafd59277 wip 2023-09-18 22:29:39 +05:30
NirantK
34f9982af3 add benchmarking 2023-09-18 18:32:50 +05:30
NirantK
6f284f6466 * feat(docs): update execution counts in Binary Quantization from Scratch.ipynb 
* fix(docs): fix typo in Binary Quantization from Scratch.ipynb
* feat(docs): add outputs to code cells in Binary Quantization from Scratch.ipynb
 2023-09-18 08:47:28 +05:30
NirantK
ac989e249a Add BQ with Qdrant draft 2023-09-18 08:47:11 +05:30
NirantK
b72cae1e9b * chore(docs): rename HF_vs_FastEmbed.ipynb to 02_HF_vs_FastEmbed.ipynb 2023-09-18 08:46:13 +05:30
NirantK
ecfaba9e60 Fix yield/iterator issue 2023-09-18 08:42:34 +05:30
NirantK
fc0341333e * chore(docs): remove experimental notebook for 1M Embedding Creation 2023-09-18 08:41:58 +05:30
NirantK
5afa103d45 Remove attention pooling 2023-09-18 07:35:52 +05:30
NirantK
e1e5975193 * docs(experimental): rename Binary Quantization.ipynb to Binary Quantization from Scratch.ipynb 2023-09-15 15:33:28 +05:30
NirantK
a7a599d932 * chore(main.html): update Discord server link and name to Qdrant Discord server 2023-09-13 20:53:21 +05:30
NirantK
9c5d32f271 move nbs 2023-09-07 15:25:32 +05:30
Nirant
defbe0cce2 Merge pull request #8 from qdrant/add_qdrant_client_example 
Add Qdrant Usage back to the example
 2023-09-07 15:22:43 +05:30
NirantK
1292ded017 Add Qdrant Usage back to the example 2023-09-07 15:19:46 +05:30
Rishav Dash
bcf3cee8b8 Updated the hyperlink for "Retrieval with FastEmbed" 
prev -: https://qdrant.github.io/fastembed/examples/Retrieval%20with%20FastEmbed/

now -: https://qdrant.github.io/fastembed/examples/Retrieval_with_FastEmbed/
 2023-09-03 13:37:14 +05:30
NirantK
728ac49a91 * docs(experimental): update headings in Binary Quantization.ipyn, add emoji everywhere 2023-08-25 14:11:03 +05:30
NirantK
3d1b80e9de * docs(experimental): fix typo in Binary Quantization.ipynb 
* chore(experimental): update description of binary transformation step
 2023-08-25 14:06:16 +05:30
NirantK
86e3b12e84 Improved readability 2023-08-25 14:05:21 +05:30
NirantK
e62ed5edb2 * chore(docs): rename "Binary Quantisation.ipynb" to "Binary Quantization.ipynb" 
* docs(experimental/Binary Quantization.ipynb): update markdown headings
* docs(experimental/Binary Quantization.ipynb): update markdown heading for loading data
 2023-08-25 13:58:45 +05:30
NirantK
ee87685fa5 * docs(experimental): add table with sampling rate, limit, and accuracy for binary quantisation 2023-08-25 13:54:36 +05:30
NirantK
750c9b340e * chore(Binary Quantisation.ipynb): update execution counts to null 
* refactor(Binary Quantisation.ipynb): remove unnecessary outputs
 2023-08-25 13:54:31 +05:30
NirantK
5a16ce8c63 * chore(docs): rename notebook files 
* - Rename '03_HF_vs_FastEmbed.ipynb' to 'HF_vs_FastEmbed.ipynb'
* - Rename '01_Retrieval_with_FastEmbed.ipynb' to 'Retrieval_with_FastEmbed
 2023-08-25 13:41:32 +05:30
NirantK
5f229b2bc3 Binary Quantisation 2023-08-25 13:40:23 +05:30
NirantK
743a095a93 * chore(docs): update HF_vs_FastEmbed.ipynb and 04_1M_Embedding_Creation.ipynb 
*
* HF_vs_FastEmbed.ipynb:
* - Add code to calculate embeddings using mean pooling with attention weighting
* - Fix variable name error in line 4
*
*
 2023-08-25 12:59:22 +05:30
NirantK
1bd639b817 * chore(docs): rename 02_Usage_with_Qdrant.ipynb to FastEmbed_Usage_with_Qdrant.ipynb in the experimental folder 2023-08-25 12:56:38 +05:30
NirantK
ac0f3315ed Cleaner notebook 2023-08-25 01:06:24 +05:30
NirantK
135a4524ac * refactor(docs/examples): rename files for better organization and numbering 
* rename(docs/examples): Rename 'Retrieval with FastEmbed.ipynb' to '01_Retrieval_with_FastEmbed.ipynb'
* rename(docs/examples): Rename 'Usage with Qdrant.ipynb
 2023-08-25 00:57:39 +05:30
NirantK
2f0e9a8507 * feat(examples): add 1M Embedding Creation notebook 2023-08-25 00:54:23 +05:30
NirantK
7479640a7b * (feat) HFvsFastEmbed.ipynb: Add new nb example 2023-08-25 00:54:18 +05:30
NirantK
38d449ba71 * chore(docs): fix formatting and remove extra newlines in Retrieval with FastEmbed.ipynb and Usage with Qdrant.ipynb examples 2023-08-25 00:38:54 +05:30
NirantK
64bd1d2ff8 * chore(docs): fix formatting in Getting Started.ipynb 
* refactor(docs): improve code readability in Getting Started.ipynb
 2023-08-25 00:38:36 +05:30
NirantK
2427fa1d69 * docs(index.md): add link to advanced user guide for retrieval with FastEmbed 2023-08-24 23:45:35 +05:30
NirantK
53ce38c736 * docs(index.md): update documentation to remove outdated information and provide accurate description of FastEmbed library and installation process 2023-08-24 23:37:25 +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
42b50200c3 * docs(index.md): remove duplicate sentence about default embedding support 2023-08-24 20:28:45 +05:30
NirantK
bd0fd1f7e9 * chore(docs): update Getting Started.ipynb 
* - Change section title from "What is happening under the hood?" to "Let's think step by step"
* - Add a new subsection titled "Setup"
* - Update the description in the code block from "FlagEmbedding" to
 2023-08-24 17:05:46 +05:30
NirantK
32f204cc7b Remove outputs 2023-08-24 16:50:17 +05:30
NirantK
2a56e17f1e * chore(docs): update Getting Started.ipynb 
* - Update execution count for code cells
* - Add output for code cells
* - Update package installation command
* - Update import statement for embedding class
* - Update model name in embedding initialization
* - Remove unnecessary tip section
 2023-08-24 16:49:57 +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
4a25dd4240 * chore(Usage with Qdrant.ipynb): update notebook title and add note about experimental status 
* chore(Usage with Qdrant.ipynb): update installation instructions for fastembed and qdrant-client
 2023-08-23 18:31:48 +05:30
NirantK
bb87a61f92 * feat(Usage with Qdrant.ipynb): add output of document ids after adding documents to collection 
* docs(Usage with Qdrant.ipynb): add explanation for document ids
 2023-08-23 13:12:50 +05:30
NirantK
52747aa64e * feat(Usage with Qdrant.ipynb): add Usage with Qdrant notebook example 2023-08-23 12:52:38 +05:30
NirantK
43e8f9678f * docs(examples/Retrieval with FastEmbed.ipynb): update tip message to include headings for query and passage embeddings 2023-08-23 12:52:22 +05:30
NirantK
cf0e2023f5 * docs(examples): rename 01_Retrieval.ipynb to Retrieval with FastEmbed.ipynb 2023-08-23 11:21:44 +05:30
NirantK
9fc1f1447d * fix(docs): update example notebook for retrieval with FastEmbed 2023-08-23 11:19:19 +05:30
NirantK
ba5ada631a * feat(docs): add example notebook for retrieval with FastEmbed and Qdrant 2023-08-23 11:18:05 +05:30
NirantK
eb2317f425 * chore(docs): update comments in Getting Started.ipynb 
* fix(embedding.py): update method names in FlagEmbedding and OpenAIEmbedding
 2023-08-23 09:51:38 +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
3d76875c5d * fix(index.md): fix typo in embedding_model variable name from DeafultEmbedding to DefaultEmbedding 2023-08-22 21:29:56 +05:30
NirantK
13f5ae8b56 * docs(Getting Started.ipynb): update code comments and add a tip for initializing the DefaultEmbedding class 
* docs(Getting Started.ipynb): update code comments to initialize the FlagEmbedding class
 2023-08-22 21:14:33 +05:30
NirantK
b0f8a33a4f * docs(Getting Started.ipynb): add instructions for initializing DefaultEmbedding class without parameters 2023-08-22 21:02:25 +05:30