Skip to content

Commit 7026b89

Browse files
SergiiShcherbakSergiiShcherbak
committed
Docs and README
1 parent 3638bdc commit 7026b89

File tree

2 files changed

+26
-26
lines changed

2 files changed

+26
-26
lines changed

‎README.md‎

Lines changed: 13 additions & 13 deletions
Original file line numberDiff line numberDiff line change
@@ -39,7 +39,7 @@ Read more on the project [motivation](https://contextgem.dev/motivation.html) in
3939
<tr>
4040
<td>⭐</td>
4141
<td>
42-
<strong>Automated dynamic prompts</strong><br><br>
42+
<strong>Automated dynamic prompts</strong>:
4343
<small style="opacity: 0.8;">
4444
Automatically generates comprehensive prompts for your specific extraction needs.
4545
</small>
@@ -50,7 +50,7 @@ Read more on the project [motivation](https://contextgem.dev/motivation.html) in
5050
<tr>
5151
<td>⭐</td>
5252
<td>
53-
<strong>Automated data modelling and validators</strong><br><br>
53+
<strong>Automated data modelling and validators</strong>:
5454
<small style="opacity: 0.8;">
5555
Automatically creates data models and validation logic.
5656
</small>
@@ -61,7 +61,7 @@ Read more on the project [motivation](https://contextgem.dev/motivation.html) in
6161
<tr>
6262
<td>⭐</td>
6363
<td>
64-
<strong>Single, unified extraction pipeline (declarative, reusable, fully serializable)</strong><br><br>
64+
<strong>Single, unified extraction pipeline (declarative, reusable, fully serializable)</strong>:
6565
<small style="opacity: 0.8;">
6666
Allows to define a complete extraction workflow in a single, unified, reusable pipeline.
6767
</small>
@@ -72,7 +72,7 @@ Read more on the project [motivation](https://contextgem.dev/motivation.html) in
7272
<tr>
7373
<td>⭐</td>
7474
<td>
75-
<strong>Precise granular reference mapping (paragraphs & sentences)</strong><br><br>
75+
<strong>Precise granular reference mapping (paragraphs & sentences)</strong>:
7676
<small style="opacity: 0.8;">
7777
Automatically maps extracted data to the relevant parts of the document, which will always match
7878
in the source document, with customizable granularity.
@@ -84,7 +84,7 @@ Read more on the project [motivation](https://contextgem.dev/motivation.html) in
8484
<tr>
8585
<td>⭐</td>
8686
<td>
87-
<strong>Justifications (reasoning backing the extraction)</strong><br><br>
87+
<strong>Justifications (reasoning backing the extraction)</strong>:
8888
<small style="opacity: 0.8;">
8989
Automatically provides justifications for each extraction, with
9090
customizable granularity.
@@ -96,7 +96,7 @@ Read more on the project [motivation](https://contextgem.dev/motivation.html) in
9696
<tr>
9797
<td>⭐</td>
9898
<td>
99-
<strong>Neural segmentation (SaT)</strong><br><br>
99+
<strong>Neural segmentation (SaT)</strong>:
100100
<small style="opacity: 0.8;">
101101
Automatically segments the document into paragraphs and sentences using state-of-the-art SaT
102102
models, compatible with many languages.
@@ -108,7 +108,7 @@ Read more on the project [motivation](https://contextgem.dev/motivation.html) in
108108
<tr>
109109
<td>⭐</td>
110110
<td>
111-
<strong>Multilingual support (I/O without prompting)</strong><br><br>
111+
<strong>Multilingual support (I/O without prompting)</strong>:
112112
<small style="opacity: 0.8;">
113113
Supports multiple languages in input and output without additional prompting.
114114
</small>
@@ -119,7 +119,7 @@ Read more on the project [motivation](https://contextgem.dev/motivation.html) in
119119
<tr>
120120
<td>⭐</td>
121121
<td>
122-
<strong>Grouped LLMs with role-specific tasks</strong><br><br>
122+
<strong>Grouped LLMs with role-specific tasks</strong>:
123123
<small style="opacity: 0.8;">
124124
Allows to easily group LLMs with different roles to process role-specific
125125
tasks in the pipeline.
@@ -131,7 +131,7 @@ Read more on the project [motivation](https://contextgem.dev/motivation.html) in
131131
<tr>
132132
<td>⭐</td>
133133
<td>
134-
<strong>Nested context extraction</strong><br><br>
134+
<strong>Nested context extraction</strong>:
135135
<small style="opacity: 0.8;">
136136
Automatically manages nested context based on the pipeline definition (e.g.
137137
document > aspects > sub-aspects > concepts).
@@ -143,7 +143,7 @@ Read more on the project [motivation](https://contextgem.dev/motivation.html) in
143143
<tr>
144144
<td>⭐</td>
145145
<td>
146-
<strong>Built-in concurrent I/O processing</strong><br><br>
146+
<strong>Built-in concurrent I/O processing</strong>:
147147
<small style="opacity: 0.8;">
148148
Automatically manages concurrent I/O processing to speed up complex
149149
extraction workflows, with a simple switch (<code>use_concurrency=True</code>).
@@ -155,7 +155,7 @@ Read more on the project [motivation](https://contextgem.dev/motivation.html) in
155155
<tr>
156156
<td>⭐</td>
157157
<td>
158-
<strong>Fallback and retry logic</strong><br><br>
158+
<strong>Fallback and retry logic</strong>:
159159
<small style="opacity: 0.8;">
160160
Built-in retry logic and easily attachable fallback LLMs.
161161
</small>
@@ -166,7 +166,7 @@ Read more on the project [motivation](https://contextgem.dev/motivation.html) in
166166
<tr>
167167
<td>⭐</td>
168168
<td>
169-
<strong>Multiple LLM providers</strong><br><br>
169+
<strong>Multiple LLM providers</strong>:
170170
<small style="opacity: 0.8;">
171171
Compatible with a wide range of commercial and locally hosted LLMs.
172172
</small>
@@ -177,7 +177,7 @@ Read more on the project [motivation](https://contextgem.dev/motivation.html) in
177177
<tr>
178178
<td>⭐</td>
179179
<td>
180-
<strong>Usage & costs tracking</strong><br><br>
180+
<strong>Usage & costs tracking</strong>:
181181
<small style="opacity: 0.8;">
182182
Automatically tracks usage (calls, tokens, costs) of all LLM calls.
183183
</small>

‎dev/content_snippets/feature_table.html‎

Lines changed: 13 additions & 13 deletions
Original file line numberDiff line numberDiff line change
@@ -11,7 +11,7 @@
1111
<tr>
1212
<td>⭐</td>
1313
<td>
14-
<strong>Automated dynamic prompts</strong><br><br>
14+
<strong>Automated dynamic prompts</strong>:
1515
<small style="opacity: 0.8;">
1616
Automatically generates comprehensive prompts for your specific extraction needs.
1717
</small>
@@ -22,7 +22,7 @@
2222
<tr>
2323
<td>⭐</td>
2424
<td>
25-
<strong>Automated data modelling and validators</strong><br><br>
25+
<strong>Automated data modelling and validators</strong>:
2626
<small style="opacity: 0.8;">
2727
Automatically creates data models and validation logic.
2828
</small>
@@ -33,7 +33,7 @@
3333
<tr>
3434
<td>⭐</td>
3535
<td>
36-
<strong>Single, unified extraction pipeline (declarative, reusable, fully serializable)</strong><br><br>
36+
<strong>Single, unified extraction pipeline (declarative, reusable, fully serializable)</strong>:
3737
<small style="opacity: 0.8;">
3838
Allows to define a complete extraction workflow in a single, unified, reusable pipeline.
3939
</small>
@@ -44,7 +44,7 @@
4444
<tr>
4545
<td>⭐</td>
4646
<td>
47-
<strong>Precise granular reference mapping (paragraphs & sentences)</strong><br><br>
47+
<strong>Precise granular reference mapping (paragraphs & sentences)</strong>:
4848
<small style="opacity: 0.8;">
4949
Automatically maps extracted data to the relevant parts of the document, which will always match
5050
in the source document, with customizable granularity.
@@ -56,7 +56,7 @@
5656
<tr>
5757
<td>⭐</td>
5858
<td>
59-
<strong>Justifications (reasoning backing the extraction)</strong><br><br>
59+
<strong>Justifications (reasoning backing the extraction)</strong>:
6060
<small style="opacity: 0.8;">
6161
Automatically provides justifications for each extraction, with
6262
customizable granularity.
@@ -68,7 +68,7 @@
6868
<tr>
6969
<td>⭐</td>
7070
<td>
71-
<strong>Neural segmentation (SaT)</strong><br><br>
71+
<strong>Neural segmentation (SaT)</strong>:
7272
<small style="opacity: 0.8;">
7373
Automatically segments the document into paragraphs and sentences using state-of-the-art SaT
7474
models, compatible with many languages.
@@ -80,7 +80,7 @@
8080
<tr>
8181
<td>⭐</td>
8282
<td>
83-
<strong>Multilingual support (I/O without prompting)</strong><br><br>
83+
<strong>Multilingual support (I/O without prompting)</strong>:
8484
<small style="opacity: 0.8;">
8585
Supports multiple languages in input and output without additional prompting.
8686
</small>
@@ -91,7 +91,7 @@
9191
<tr>
9292
<td>⭐</td>
9393
<td>
94-
<strong>Grouped LLMs with role-specific tasks</strong><br><br>
94+
<strong>Grouped LLMs with role-specific tasks</strong>:
9595
<small style="opacity: 0.8;">
9696
Allows to easily group LLMs with different roles to process role-specific
9797
tasks in the pipeline.
@@ -103,7 +103,7 @@
103103
<tr>
104104
<td>⭐</td>
105105
<td>
106-
<strong>Nested context extraction</strong><br><br>
106+
<strong>Nested context extraction</strong>:
107107
<small style="opacity: 0.8;">
108108
Automatically manages nested context based on the pipeline definition (e.g.
109109
document > aspects > sub-aspects > concepts).
@@ -115,7 +115,7 @@
115115
<tr>
116116
<td>⭐</td>
117117
<td>
118-
<strong>Built-in concurrent I/O processing</strong><br><br>
118+
<strong>Built-in concurrent I/O processing</strong>:
119119
<small style="opacity: 0.8;">
120120
Automatically manages concurrent I/O processing to speed up complex
121121
extraction workflows, with a simple switch (<code>use_concurrency=True</code>).
@@ -127,7 +127,7 @@
127127
<tr>
128128
<td>⭐</td>
129129
<td>
130-
<strong>Fallback and retry logic</strong><br><br>
130+
<strong>Fallback and retry logic</strong>:
131131
<small style="opacity: 0.8;">
132132
Built-in retry logic and easily attachable fallback LLMs.
133133
</small>
@@ -138,7 +138,7 @@
138138
<tr>
139139
<td>⭐</td>
140140
<td>
141-
<strong>Multiple LLM providers</strong><br><br>
141+
<strong>Multiple LLM providers</strong>:
142142
<small style="opacity: 0.8;">
143143
Compatible with a wide range of commercial and locally hosted LLMs.
144144
</small>
@@ -149,7 +149,7 @@
149149
<tr>
150150
<td>⭐</td>
151151
<td>
152-
<strong>Usage & costs tracking</strong><br><br>
152+
<strong>Usage & costs tracking</strong>:
153153
<small style="opacity: 0.8;">
154154
Automatically tracks usage (calls, tokens, costs) of all LLM calls.
155155
</small>

0 commit comments

Comments
 (0)