diff --git a/pixi.lock b/pixi.lock
index c9f681b..3cf76ce 100644
--- a/pixi.lock
+++ b/pixi.lock
@@ -1,5 +1,295 @@
 version: 4
 environments:
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   timestamp: 1709669473014
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   license_family: Apache
   size: 47119
   timestamp: 1710264020154
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   timestamp: 1710282576148
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   version: 0.5.3
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   license_family: Apache
   size: 90570
   timestamp: 1710994267045
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+  - aws-checksums >=0.1.18,<0.1.19.0a0
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   timestamp: 1709830883787
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+  url: https://conda.anaconda.org/conda-forge/linux-64/aws-checksums-0.1.18-h4466546_2.conda
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   license_family: Apache
   size: 220520
   timestamp: 1711101321087
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 - kind: conda
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   timestamp: 1705564819537
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 - kind: conda
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   timestamp: 1708685057216
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-  - pkg:pypi/filelock
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   size: 226000
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+  - pyyaml >=5.3
   - requests >=2.0.0,<3.0.0
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   license: MIT
   license_family: MIT
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-  timestamp: 1710903539776
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+  name: langchain-community
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+  name: langchain-core
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+  build: pyhd8ed1ab_0
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+  license: MIT
+  license_family: MIT
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+  name: langchain-text-splitters
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+  build: pyhd8ed1ab_0
+  subdir: noarch
+  noarch: python
+  url: https://conda.anaconda.org/conda-forge/noarch/langchain-text-splitters-0.0.1-pyhd8ed1ab_0.conda
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+  license: MIT
+  license_family: MIT
+  size: 23292
+  timestamp: 1709389857154
 - kind: conda
   name: langsmith
   version: 0.1.31
@@ -2748,8 +3631,6 @@ packages:
   - requests >=2.0.0,<3.0.0
   license: MIT
   license_family: MIT
-  purls:
-  - pkg:pypi/langsmith
   size: 65035
   timestamp: 1710903539776
 - kind: conda
@@ -2767,6 +3648,22 @@ packages:
   license_family: MIT
   size: 211959
   timestamp: 1701647962657
+- kind: conda
+  name: lcms2
+  version: '2.16'
+  build: hb7c19ff_0
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+  url: https://conda.anaconda.org/conda-forge/linux-64/lcms2-2.16-hb7c19ff_0.conda
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+  license_family: MIT
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 - kind: conda
   name: ld_impl_linux-64
   version: '2.40'
@@ -2781,6 +3678,21 @@ packages:
   license_family: GPL
   size: 704696
   timestamp: 1674833944779
+- kind: conda
+  name: lerc
+  version: 4.0.0
+  build: h27087fc_0
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+  url: https://conda.anaconda.org/conda-forge/linux-64/lerc-4.0.0-h27087fc_0.tar.bz2
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+  md5: 76bbff344f0134279f225174e9064c8f
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+  license_family: Apache
+  size: 281798
+  timestamp: 1657977462600
 - kind: conda
   name: lerc
   version: 4.0.0
@@ -2888,6 +3800,61 @@ packages:
   license_family: APACHE
   size: 5108625
   timestamp: 1711179661780
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+  name: libarrow
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+  url: https://conda.anaconda.org/conda-forge/linux-64/libarrow-15.0.2-hb86450c_1_cpu.conda
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+  constrains:
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+  - apache-arrow-proc =*=cpu
+  - arrow-cpp <0.0a0
+  license: Apache-2.0
+  license_family: APACHE
+  size: 8179378
+  timestamp: 1711178447850
+- kind: conda
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+  url: https://conda.anaconda.org/conda-forge/linux-64/libarrow-acero-15.0.2-h59595ed_1_cpu.conda
+  sha256: 6bf96851b6451f5d3ede688d454a23e40e53bbceb1e56e6d30a538be451d126d
+  md5: b9423f0ec36b99f729aa890b6fb3c98d
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+  license: Apache-2.0
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+  size: 597414
+  timestamp: 1711178497118
 - kind: conda
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   version: 15.0.2
@@ -2904,6 +3871,25 @@ packages:
   license_family: APACHE
   size: 483602
   timestamp: 1711179768547
+- kind: conda
+  name: libarrow-dataset
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+  build: h59595ed_1_cpu
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+  url: https://conda.anaconda.org/conda-forge/linux-64/libarrow-dataset-15.0.2-h59595ed_1_cpu.conda
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+  - libstdcxx-ng >=12
+  license: Apache-2.0
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+  size: 583806
+  timestamp: 1711178621744
 - kind: conda
   name: libarrow-dataset
   version: 15.0.2
@@ -2942,6 +3928,47 @@ packages:
   license_family: APACHE
   size: 310848
   timestamp: 1711179895578
+- kind: conda
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+  - libprotobuf >=4.25.3,<4.25.4.0a0
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+  license: Apache-2.0
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+- kind: conda
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+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/libarrow-flight-sql-15.0.2-h757c851_1_cpu.conda
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+  md5: b59b90d6c8d2e072890f5d289f9ba36f
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+  - libgcc-ng >=12
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+  license: Apache-2.0
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   version: 15.0.2
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   license_family: APACHE
   size: 686423
   timestamp: 1711179995080
+- kind: conda
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+  build: hb016d2e_1_cpu
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+  url: https://conda.anaconda.org/conda-forge/linux-64/libarrow-gandiva-15.0.2-hb016d2e_1_cpu.conda
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   name: libarrow-substrait
   version: 15.0.2
@@ -3002,6 +4053,67 @@ packages:
   license_family: APACHE
   size: 439171
   timestamp: 1711180402641
+- kind: conda
+  name: libarrow-substrait
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+  build: h757c851_1_cpu
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+  url: https://conda.anaconda.org/conda-forge/linux-64/libarrow-substrait-15.0.2-h757c851_1_cpu.conda
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   timestamp: 1695990426128
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   timestamp: 1695990463780
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   timestamp: 1695990509392
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+  - zstd >=1.5.5,<1.6.0a0
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+  size: 282688
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+  url: https://conda.anaconda.org/conda-forge/linux-64/libunistring-0.9.10-h7f98852_0.tar.bz2
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+  license: GPL-3.0-only OR LGPL-3.0-only
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+  build: h166bdaf_0
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+  url: https://conda.anaconda.org/conda-forge/linux-64/libutf8proc-2.8.0-h166bdaf_0.tar.bz2
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+  license_family: MIT
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 - kind: conda
   name: libutf8proc
   version: 2.8.0
@@ -4018,6 +5946,38 @@ packages:
   license_family: BSD
   size: 33601
   timestamp: 1680112270483
+- kind: conda
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+  build: hd590300_0
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+  - xorg-libx11 >=1.8.7,<2.0a0
+  - xorg-libxext >=1.3.4,<2.0a0
+  - xorg-libxfixes
+  license: MIT
+  license_family: MIT
+  size: 189313
+  timestamp: 1710242676665
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+  build: h59595ed_0
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/libvpx-1.14.0-h59595ed_0.conda
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+  md5: 01c76c6d71097a0f3bd8683a8f255123
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+  - libstdcxx-ng >=12
+  license: BSD-3-Clause
+  license_family: BSD
+  size: 1019593
+  timestamp: 1707175376125
 - kind: conda
   name: libwebp-base
   version: 1.3.2
@@ -4032,6 +5992,39 @@ packages:
   license_family: BSD
   size: 273844
   timestamp: 1694709510635
+- kind: conda
+  name: libwebp-base
+  version: 1.3.2
+  build: hd590300_0
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/libwebp-base-1.3.2-hd590300_0.conda
+  sha256: 68764a760fa81ef35dacb067fe8ace452bbb41476536a4a147a1051df29525f0
+  md5: 30de3fd9b3b602f7473f30e684eeea8c
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+  license: BSD-3-Clause
+  license_family: BSD
+  size: 401830
+  timestamp: 1694709121323
+- kind: conda
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+  version: '1.15'
+  build: h0b41bf4_0
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/libxcb-1.15-h0b41bf4_0.conda
+  sha256: a670902f0a3173a466c058d2ac22ca1dd0df0453d3a80e0212815c20a16b0485
+  md5: 33277193f5b92bad9fdd230eb700929c
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+  - pthread-stubs
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+  - xorg-libxdmcp
+  license: MIT
+  license_family: MIT
+  size: 384238
+  timestamp: 1682082368177
 - kind: conda
   name: libxcb
   version: '1.15'
@@ -4079,6 +6072,24 @@ packages:
   license_family: MIT
   size: 588221
   timestamp: 1710715191381
+- kind: conda
+  name: libxml2
+  version: 2.12.6
+  build: h232c23b_0
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/libxml2-2.12.6-h232c23b_0.conda
+  sha256: 4646ae14fb226080d2bfeb89510147abebd603bab1c80bb6b3c02a01c10c6ee5
+  md5: d86653ff5ccb88bf7f13833fdd8789e0
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+  - libgcc-ng >=12
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+  - xz >=5.2.6,<6.0a0
+  license: MIT
+  license_family: MIT
+  size: 704019
+  timestamp: 1710715057008
 - kind: conda
   name: libzlib
   version: 1.2.13
@@ -4152,6 +6163,22 @@ packages:
   - httpx >=0.24.1 ; extra == 'dev'
   - llama-cpp-python[dev,server,test] ; extra == 'all'
   requires_python: '>=3.8'
+- kind: conda
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+  version: 15.0.7
+  build: h0cdce71_0
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/llvm-openmp-15.0.7-h0cdce71_0.conda
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+  license: Apache-2.0 WITH LLVM-exception
+  license_family: APACHE
+  size: 3268766
+  timestamp: 1673584331056
 - kind: conda
   name: llvm-openmp
   version: 18.1.2
@@ -4194,6 +6221,21 @@ packages:
   license_family: BSD
   size: 141188
   timestamp: 1674727268278
+- kind: conda
+  name: lz4-c
+  version: 1.9.4
+  build: hcb278e6_0
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/lz4-c-1.9.4-hcb278e6_0.conda
+  sha256: 1b4c105a887f9b2041219d57036f72c4739ab9e9fe5a1486f094e58c76b31f5f
+  md5: 318b08df404f9c9be5712aaa5a6f0bb0
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+  - libstdcxx-ng >=12
+  license: BSD-2-Clause
+  license_family: BSD
+  size: 143402
+  timestamp: 1674727076728
 - kind: conda
   name: markupsafe
   version: 2.1.5
@@ -4229,24 +6271,6 @@ packages:
   license_family: BSD
   size: 26685
   timestamp: 1706900070330
-- kind: conda
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-  build: py312he37b823_0
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-  url: https://conda.anaconda.org/conda-forge/osx-arm64/markupsafe-2.1.5-py312he37b823_0.conda
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-  license: BSD-3-Clause
-  license_family: BSD
-  size: 26382
-  timestamp: 1706900495057
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@@ -4283,22 +6307,40 @@ packages:
   size: 92478
   timestamp: 1709595226485
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-  name: marshmallow
-  version: 3.21.1
+  name: mkl
+  version: 2023.0.0
+  build: h84fe81f_26648
+  build_number: 26648
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/mkl-2023.0.0-h84fe81f_26648.conda
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+  md5: 2a37425a272410241c7613c38e3955b2
+  depends:
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+  - _openmp_mutex >=4.5
+  - llvm-openmp >=15.0.7
+  - tbb 2021.*
+  license: LicenseRef-ProprietaryIntel
+  license_family: Proprietary
+  size: 161440193
+  timestamp: 1674673370494
+- kind: conda
+  name: mpmath
+  version: 1.3.0
   build: pyhd8ed1ab_0
   subdir: noarch
   noarch: python
-  url: https://conda.anaconda.org/conda-forge/noarch/marshmallow-3.21.1-pyhd8ed1ab_0.conda
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-  md5: ae303aa7dc100bc3bc01b5a3b7ca3567
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+  md5: dbf6e2d89137da32fa6670f3bffc024e
   depends:
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-  - python >=3.8
-  license: MIT AND BSD-3-Clause
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+  license_family: BSD
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-  size: 92478
-  timestamp: 1709595226485
+  - pkg:pypi/mpmath
+  size: 438339
+  timestamp: 1678228210181
 - kind: conda
   name: mpmath
   version: 1.3.0
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   license: BSD-3-Clause
   license_family: BSD
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   timestamp: 1678228210181
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   timestamp: 1695459275360
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-  build: pyha770c72_0
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   depends:
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-  license: MIT
-  license_family: MIT
-  size: 10492
-  timestamp: 1675543414256
+  - dill >=0.3.8
+  - libgcc-ng >=12
+  - python >=3.12,<3.13.0a0
+  - python_abi 3.12.* *_cp312
+  license: BSD-3-Clause
+  license_family: BSD
+  size: 341162
+  timestamp: 1706514809933
 - kind: conda
   name: mypy_extensions
   version: 1.0.0
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   license: MIT
   license_family: MIT
-  purls:
-  - pkg:pypi/mypy-extensions
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   timestamp: 1675543414256
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   license: X11 AND BSD-3-Clause
   size: 823010
   timestamp: 1710866856626
+- kind: conda
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+  build: h7ab15ed_0
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/nettle-3.9.1-h7ab15ed_0.conda
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+  md5: 2bf1915cc107738811368afcb0993a59
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+  license_family: GPL
+  size: 1011638
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+  build: pyhd8ed1ab_0
+  subdir: noarch
+  noarch: python
+  url: https://conda.anaconda.org/conda-forge/noarch/networkx-3.2.1-pyhd8ed1ab_0.conda
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+  md5: 425fce3b531bed6ec3c74fab3e5f0a1c
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+  constrains:
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+  - scipy >=1.9,!=1.11.0,!=1.11.1
+  - numpy >=1.22
+  - pandas >=1.4
+  license: BSD-3-Clause
+  license_family: BSD
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+  size: 1149552
+  timestamp: 1698504905258
 - kind: conda
   name: networkx
   version: 3.2.1
@@ -4468,8 +6544,6 @@ packages:
   - pandas >=1.4
   license: BSD-3-Clause
   license_family: BSD
-  purls:
-  - pkg:pypi/networkx
   size: 1149552
   timestamp: 1698504905258
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   - pkg:pypi/nltk
   size: 1058087
   timestamp: 1672696418909
+- kind: conda
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+  version: 3.8.1
+  build: pyhd8ed1ab_0
+  subdir: noarch
+  noarch: python
+  url: https://conda.anaconda.org/conda-forge/noarch/nltk-3.8.1-pyhd8ed1ab_0.conda
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+  md5: 518c769ca4273480a99be6e559a26192
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+  - python >=3.7
+  - regex >=2021.8.3
+  - tqdm
+  license: Apache-2.0
+  license_family: Apache
+  size: 1058087
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 - kind: conda
   name: nomkl
   version: '1.0'
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   license_family: MIT
   size: 148820
   timestamp: 1707140457179
-- kind: conda
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-  build: py312h88edd18_0
-  subdir: osx-arm64
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/numexpr-2.9.0-py312h88edd18_0.conda
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-  - python_abi 3.12.* *_cp312
-  license: MIT
-  license_family: MIT
-  size: 140485
-  timestamp: 1707140528836
 - kind: conda
   name: numexpr
   version: 2.9.0
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   license_family: MIT
   size: 156685
   timestamp: 1707139897916
-- kind: conda
-  name: numpy
-  version: 1.26.4
-  build: py312h8442bc7_0
-  subdir: osx-arm64
-  url: https://conda.anaconda.org/conda-forge/osx-arm64/numpy-1.26.4-py312h8442bc7_0.conda
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-  - python >=3.12,<3.13.0a0 *_cpython
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-  license: BSD-3-Clause
-  license_family: BSD
-  size: 6073136
-  timestamp: 1707226249608
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   name: numpy
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-  build: pyhd8ed1ab_0
-  subdir: noarch
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-  url: https://conda.anaconda.org/conda-forge/noarch/numpydoc-1.6.0-pyhd8ed1ab_0.conda
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-  md5: 191b8a622191a403700d16a2008e4e29
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+  url: https://conda.anaconda.org/conda-forge/linux-64/ocl-icd-2.3.2-hd590300_1.conda
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+  md5: c66f837ac65e4d1cdeb80e2a1d5fcc3d
   depends:
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-  - python >=3.7
-  - sphinx >=5
-  - tabulate >=0.8.10
-  license: BSD-3-Clause
+  - libgcc-ng >=12
+  license: BSD-2-Clause
   license_family: BSD
-  purls:
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-  size: 56600
-  timestamp: 1702057695306
+  size: 135681
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 - kind: conda
   name: openapi-schema-pydantic
   version: 1.2.4
@@ -4725,23 +6773,6 @@ packages:
   license: Apache-2.0 AND MIT
   size: 41555
   timestamp: 1681131031579
-- kind: conda
-  name: openapi-schema-pydantic
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-  build: pyhd8ed1ab_0
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-  url: https://conda.anaconda.org/conda-forge/noarch/openapi-schema-pydantic-1.2.4-pyhd8ed1ab_0.conda
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   version: 0.3.26
@@ -4759,6 +6790,39 @@ packages:
   license_family: BSD
   size: 5948852
   timestamp: 1704950259316
+- kind: conda
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+  build: h59595ed_0
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/openh264-2.4.1-h59595ed_0.conda
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   version: 2.5.2
@@ -4828,6 +6892,24 @@ packages:
   license_family: Apache
   size: 2506344
   timestamp: 1710793930515
+- kind: conda
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+  version: 1!164.3095
+  build: h166bdaf_2
+  build_number: 2
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/x264-1!164.3095-h166bdaf_2.tar.bz2
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+  license: GPL-2.0-or-later
+  license_family: GPL
+  size: 897548
+  timestamp: 1660323080555
+- kind: conda
+  name: x265
+  version: '3.5'
+  build: h924138e_3
+  build_number: 3
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/x265-3.5-h924138e_3.tar.bz2
+  sha256: 76c7405bcf2af639971150f342550484efac18219c0203c5ee2e38b8956fe2a0
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+  depends:
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+  - libstdcxx-ng >=10.3.0
+  license: GPL-2.0-or-later
+  license_family: GPL
+  size: 3357188
+  timestamp: 1646609687141
+- kind: conda
+  name: xorg-fixesproto
+  version: '5.0'
+  build: h7f98852_1002
+  build_number: 1002
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-fixesproto-5.0-h7f98852_1002.tar.bz2
+  sha256: 5d2af1b40f82128221bace9466565eca87c97726bb80bbfcd03871813f3e1876
+  md5: 65ad6e1eb4aed2b0611855aff05e04f6
+  depends:
+  - libgcc-ng >=9.3.0
+  - xorg-xextproto
+  license: MIT
+  license_family: MIT
+  size: 9122
+  timestamp: 1617479697350
+- kind: conda
+  name: xorg-kbproto
+  version: 1.0.7
+  build: h7f98852_1002
+  build_number: 1002
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-kbproto-1.0.7-h7f98852_1002.tar.bz2
+  sha256: e90b0a6a5d41776f11add74aa030f789faf4efd3875c31964d6f9cfa63a10dd1
+  md5: 4b230e8381279d76131116660f5a241a
+  depends:
+  - libgcc-ng >=9.3.0
+  license: MIT
+  license_family: MIT
+  size: 27338
+  timestamp: 1610027759842
+- kind: conda
+  name: xorg-libice
+  version: 1.1.1
+  build: hd590300_0
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-libice-1.1.1-hd590300_0.conda
+  sha256: 5aa9b3682285bb2bf1a8adc064cb63aff76ef9178769740d855abb42b0d24236
+  md5: b462a33c0be1421532f28bfe8f4a7514
+  depends:
+  - libgcc-ng >=12
+  license: MIT
+  license_family: MIT
+  size: 58469
+  timestamp: 1685307573114
+- kind: conda
+  name: xorg-libsm
+  version: 1.2.4
+  build: h7391055_0
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-libsm-1.2.4-h7391055_0.conda
+  sha256: 089ad5f0453c604e18985480218a84b27009e9e6de9a0fa5f4a20b8778ede1f1
+  md5: 93ee23f12bc2e684548181256edd2cf6
+  depends:
+  - libgcc-ng >=12
+  - libuuid >=2.38.1,<3.0a0
+  - xorg-libice >=1.1.1,<2.0a0
+  license: MIT
+  license_family: MIT
+  size: 27433
+  timestamp: 1685453649160
+- kind: conda
+  name: xorg-libx11
+  version: 1.8.7
+  build: h8ee46fc_0
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-libx11-1.8.7-h8ee46fc_0.conda
+  sha256: 7a02a7beac472ae2759498550b5fc5261bf5be7a9a2b4648a3f67818a7bfefcf
+  md5: 49e482d882669206653b095f5206c05b
+  depends:
+  - libgcc-ng >=12
+  - libxcb >=1.15,<1.16.0a0
+  - xorg-kbproto
+  - xorg-xextproto >=7.3.0,<8.0a0
+  - xorg-xproto
+  license: MIT
+  license_family: MIT
+  size: 828692
+  timestamp: 1697056910935
 - kind: conda
   name: xorg-libxau
   version: 1.0.11
@@ -7380,6 +9471,20 @@ packages:
   license_family: MIT
   size: 13667
   timestamp: 1684638272445
+- kind: conda
+  name: xorg-libxau
+  version: 1.0.11
+  build: hd590300_0
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxau-1.0.11-hd590300_0.conda
+  sha256: 309751371d525ce50af7c87811b435c176915239fc9e132b99a25d5e1703f2d4
+  md5: 2c80dc38fface310c9bd81b17037fee5
+  depends:
+  - libgcc-ng >=12
+  license: MIT
+  license_family: MIT
+  size: 14468
+  timestamp: 1684637984591
 - kind: conda
   name: xorg-libxdmcp
   version: 1.1.3
@@ -7392,6 +9497,115 @@ packages:
   license_family: MIT
   size: 18164
   timestamp: 1610071737668
+- kind: conda
+  name: xorg-libxdmcp
+  version: 1.1.3
+  build: h7f98852_0
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxdmcp-1.1.3-h7f98852_0.tar.bz2
+  sha256: 4df7c5ee11b8686d3453e7f3f4aa20ceef441262b49860733066c52cfd0e4a77
+  md5: be93aabceefa2fac576e971aef407908
+  depends:
+  - libgcc-ng >=9.3.0
+  license: MIT
+  license_family: MIT
+  size: 19126
+  timestamp: 1610071769228
+- kind: conda
+  name: xorg-libxext
+  version: 1.3.4
+  build: h0b41bf4_2
+  build_number: 2
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxext-1.3.4-h0b41bf4_2.conda
+  sha256: 73e5cfbdff41ef8a844441f884412aa5a585a0f0632ec901da035a03e1fe1249
+  md5: 82b6df12252e6f32402b96dacc656fec
+  depends:
+  - libgcc-ng >=12
+  - xorg-libx11 >=1.7.2,<2.0a0
+  - xorg-xextproto
+  license: MIT
+  license_family: MIT
+  size: 50143
+  timestamp: 1677036907815
+- kind: conda
+  name: xorg-libxfixes
+  version: 5.0.3
+  build: h7f98852_1004
+  build_number: 1004
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxfixes-5.0.3-h7f98852_1004.tar.bz2
+  sha256: 1e426a1abb774ef1dcf741945ed5c42ad12ea2dc7aeed7682d293879c3e1e4c3
+  md5: e9a21aa4d5e3e5f1aed71e8cefd46b6a
+  depends:
+  - libgcc-ng >=9.3.0
+  - xorg-fixesproto
+  - xorg-libx11 >=1.7.0,<2.0a0
+  license: MIT
+  license_family: MIT
+  size: 18145
+  timestamp: 1617717802636
+- kind: conda
+  name: xorg-libxrender
+  version: 0.9.11
+  build: hd590300_0
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-libxrender-0.9.11-hd590300_0.conda
+  sha256: 26da4d1911473c965c32ce2b4ff7572349719eaacb88a066db8d968a4132c3f7
+  md5: ed67c36f215b310412b2af935bf3e530
+  depends:
+  - libgcc-ng >=12
+  - xorg-libx11 >=1.8.6,<2.0a0
+  - xorg-renderproto
+  license: MIT
+  license_family: MIT
+  size: 37770
+  timestamp: 1688300707994
+- kind: conda
+  name: xorg-renderproto
+  version: 0.11.1
+  build: h7f98852_1002
+  build_number: 1002
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-renderproto-0.11.1-h7f98852_1002.tar.bz2
+  sha256: 38942930f233d1898594dd9edf4b0c0786f3dbc12065a0c308634c37fd936034
+  md5: 06feff3d2634e3097ce2fe681474b534
+  depends:
+  - libgcc-ng >=9.3.0
+  license: MIT
+  license_family: MIT
+  size: 9621
+  timestamp: 1614866326326
+- kind: conda
+  name: xorg-xextproto
+  version: 7.3.0
+  build: h0b41bf4_1003
+  build_number: 1003
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-xextproto-7.3.0-h0b41bf4_1003.conda
+  sha256: b8dda3b560e8a7830fe23be1c58cc41f407b2e20ae2f3b6901eb5842ba62b743
+  md5: bce9f945da8ad2ae9b1d7165a64d0f87
+  depends:
+  - libgcc-ng >=12
+  license: MIT
+  license_family: MIT
+  size: 30270
+  timestamp: 1677036833037
+- kind: conda
+  name: xorg-xproto
+  version: 7.0.31
+  build: h7f98852_1007
+  build_number: 1007
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/xorg-xproto-7.0.31-h7f98852_1007.tar.bz2
+  sha256: f197bb742a17c78234c24605ad1fe2d88b1d25f332b75d73e5ba8cf8fbc2a10d
+  md5: b4a4381d54784606820704f7b5f05a15
+  depends:
+  - libgcc-ng >=9.3.0
+  license: MIT
+  license_family: MIT
+  size: 74922
+  timestamp: 1607291557628
 - kind: conda
   name: xxhash
   version: 0.8.2
@@ -7404,6 +9618,20 @@ packages:
   license_family: BSD
   size: 97593
   timestamp: 1689951969732
+- kind: conda
+  name: xxhash
+  version: 0.8.2
+  build: hd590300_0
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/xxhash-0.8.2-hd590300_0.conda
+  sha256: 6fe74a8fd84ab0dc25e4dc3e0c22388dd8accb212897a208b14fe5d4fbb8fc2f
+  md5: f08fb5c89edfc4aadee1c81d4cfb1fa1
+  depends:
+  - libgcc-ng >=12
+  license: BSD-2-Clause
+  license_family: BSD
+  size: 97691
+  timestamp: 1689951608120
 - kind: conda
   name: xz
   version: 5.2.6
@@ -7549,22 +9777,21 @@ packages:
   size: 18954
   timestamp: 1695255262261
 - kind: conda
-  name: zipp
-  version: 3.17.0
-  build: pyhd8ed1ab_0
-  subdir: noarch
-  noarch: python
-  url: https://conda.anaconda.org/conda-forge/noarch/zipp-3.17.0-pyhd8ed1ab_0.conda
-  sha256: bced1423fdbf77bca0a735187d05d9b9812d2163f60ab426fc10f11f92ecbe26
-  md5: 2e4d6bc0b14e10f895fc6791a7d9b26a
+  name: zlib
+  version: 1.2.13
+  build: hd590300_5
+  build_number: 5
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/zlib-1.2.13-hd590300_5.conda
+  sha256: 9887a04d7e7cb14bd2b52fa01858f05a6d7f002c890f618d9fcd864adbfecb1b
+  md5: 68c34ec6149623be41a1933ab996a209
   depends:
-  - python >=3.8
-  license: MIT
-  license_family: MIT
-  purls:
-  - pkg:pypi/zipp
-  size: 18954
-  timestamp: 1695255262261
+  - libgcc-ng >=12
+  - libzlib 1.2.13 hd590300_5
+  license: Zlib
+  license_family: Other
+  size: 92825
+  timestamp: 1686575231103
 - kind: conda
   name: zstd
   version: 1.5.5
@@ -7579,3 +9806,19 @@ packages:
   license_family: BSD
   size: 400508
   timestamp: 1693151393180
+- kind: conda
+  name: zstd
+  version: 1.5.5
+  build: hfc55251_0
+  subdir: linux-64
+  url: https://conda.anaconda.org/conda-forge/linux-64/zstd-1.5.5-hfc55251_0.conda
+  sha256: 607cbeb1a533be98ba96cf5cdf0ddbb101c78019f1fda063261871dad6248609
+  md5: 04b88013080254850d6c01ed54810589
+  depends:
+  - libgcc-ng >=12
+  - libstdcxx-ng >=12
+  - libzlib >=1.2.13,<1.3.0a0
+  license: BSD-3-Clause
+  license_family: BSD
+  size: 545199
+  timestamp: 1693151163452
diff --git a/pixi.toml b/pixi.toml
index 7ee6040..87d108b 100644
--- a/pixi.toml
+++ b/pixi.toml
@@ -54,5 +54,29 @@ llama-cpp-python = "==0.2.24"
 start-ragger-duck = { cmd = "DEVICE=mps uvicorn main:app --reload --host 0.0.0.0 --port 8123", cwd = "app" }
 train-retrievers = { cmd = "DEVICE=mps python train_retrievers.py", cwd = "scripts" }
 
+# CPU-specfic configuration
+[feature.cpu]
+platforms = ["linux-64"]
+
+[feature.cpu.activation]
+# set environment variable for building llmama-cpp via pip
+scripts = ["build_scripts/linux-cpu-activate.sh"]
+
+[feature.cpu.dependencies]
+faiss-cpu = { version = "1.8.0", channel = "pytorch" }
+libfaiss = { version = "1.8.0", channel = "pytorch" }
+pytorch = { version = "2.2.1", channel = "pytorch" }
+cpuonly = { version = "*", channel = "pytorch" }
+torchvision = { version = "*", channel = "pytorch" }
+sentence-transformers = "2.6.0"
+
+[feature.cpu.pypi-dependencies]
+llama-cpp-python = "*"
+
+[feature.cpu.tasks]
+start-ragger-duck = { cmd = "DEVICE=cpu uvicorn main:app --reload --host 0.0.0.0 --port 8123", cwd = "app" }
+train-retrievers = { cmd = "DEVICE=cpu python train_retrievers.py", cwd = "scripts" }
+
 [environments]
 mps = ["mps"]
+cpu = ["cpu"]